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@inproceedings{DBLP:conf/uai/0002DI14, author = {Radu Marinescu and Rina Dechter and Alexander Ihler}, editor = {Nevin L. Zhang and Jin Tian}, title = {{AND/OR} Search for Marginal {MAP}}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {563--572}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2492\&proceeding\_id=30}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/0002DI14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/0002H14, author = {Daniel S. Levine and Jonathan P. How}, editor = {Nevin L. Zhang and Jin Tian}, title = {Quantifying Nonlocal Informativeness in High-Dimensional, Loopy Gaussian Graphical Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {487--495}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2484\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/0002H14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/0013ZG14, author = {Xin Li and Feipeng Zhao and Yuhong Guo}, editor = {Nevin L. Zhang and Jin Tian}, title = {Multi-label Image Classification with {A} Probabilistic Label Enhancement Model}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {430--439}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2478\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/0013ZG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/AcharyyaG14, author = {Sreangsu Acharyya and Joydeep Ghosh}, editor = {Nevin L. Zhang and Jin Tian}, title = {{MEMR:} {A} Margin Equipped Monotone Retargeting Framework for Ranking}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {2--11}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2435\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/AcharyyaG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/AlbrechtR14, author = {Stefano V. Albrecht and Subramanian Ramamoorthy}, editor = {Nevin L. Zhang and Jin Tian}, title = {On Convergence and Optimality of Best-Response Learning with Policy Types in Multiagent Systems}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {12--21}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2436\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/AlbrechtR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/AngelinoKWSA14, author = {Elaine Angelino and Eddie Kohler and Amos Waterland and Margo I. Seltzer and Ryan P. Adams}, editor = {Nevin L. Zhang and Jin Tian}, title = {Accelerating {MCMC} via Parallel Predictive Prefetching}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {22--31}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2437\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/AngelinoKWSA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/AravkinBCO14, author = {Aleksandr Y. Aravkin and Stephen Becker and Volkan Cevher and Peder A. Olsen}, editor = {Nevin L. Zhang and Jin Tian}, title = {A variational approach to stable principal component pursuit}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {32--41}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2438\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/AravkinBCO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ArvanitiC14, author = {Eirini Arvaniti and Manfred Claassen}, editor = {Nevin L. Zhang and Jin Tian}, title = {Markov Network Structure Learning via Ensemble-of-Forests Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {42--51}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2439\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ArvanitiC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BautersLHSG14, author = {Kim Bauters and Weiru Liu and Jun Hong and Carles Sierra and Llu{\'{\i}}s Godo}, editor = {Nevin L. Zhang and Jin Tian}, title = {{CAN(PLAN)+:} Extending the Operational Semantics of the {BDI} Architecture to deal with Uncertain Information}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {52--61}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2440\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BautersLHSG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BelangerPRM14, author = {David Belanger and Alexandre Passos and Sebastian Riedel and Andrew McCallum}, editor = {Nevin L. Zhang and Jin Tian}, title = {Message Passing for Soft Constraint Dual Decomposition}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {62--71}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2441\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BelangerPRM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BhattacharjyaK14, author = {Debarun Bhattacharjya and Jeffrey O. Kephart}, editor = {Nevin L. Zhang and Jin Tian}, title = {Bayesian Interactive Decision Support for Multi-Attribute Problems with Even Swaps}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {72--81}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2442\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BhattacharjyaK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BiWKT14, author = {Wei Bi and Liwei Wang and James T. Kwok and Zhuowen Tu}, editor = {Nevin L. Zhang and Jin Tian}, title = {Learning to Predict from Crowdsourced Data}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {82--91}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2443\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BiWKT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BuiHS14, author = {Hung Hai Bui and Tuyen N. Huynh and David A. Sontag}, editor = {Nevin L. Zhang and Jin Tian}, title = {Lifted Tree-Reweighted Variational Inference}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {92--101}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2444\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BuiHS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/CampbellH14, author = {Trevor Campbell and Jonathan P. How}, editor = {Nevin L. Zhang and Jin Tian}, title = {Approximate Decentralized Bayesian Inference}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {102--111}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2445\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/CampbellH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ChavesLMGJS14, author = {Rafael Chaves and Lukas Luft and Thiago O. Maciel and David Gross and Dominik Janzing and Bernhard Sch{\"{o}}lkopf}, editor = {Nevin L. Zhang and Jin Tian}, title = {Inferring latent structures via information inequalities}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {112--121}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2446\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ChavesLMGJS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/CuongLY14, author = {Nguyen Viet Cuong and Wee Sun Lee and Nan Ye}, editor = {Nevin L. Zhang and Jin Tian}, title = {Near-optimal Adaptive Pool-based Active Learning with General Loss}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {122--131}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2447\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/CuongLY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DoranMZS14, author = {Gary Doran and Krikamol Muandet and Kun Zhang and Bernhard Sch{\"{o}}lkopf}, editor = {Nevin L. Zhang and Jin Tian}, title = {A Permutation-Based Kernel Conditional Independence Test}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {132--141}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2448\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/DoranMZS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DubeyWX14, author = {Kumar Avinava Dubey and Sinead Williamson and Eric P. Xing}, editor = {Nevin L. Zhang and Jin Tian}, title = {Parallel Markov Chain Monte Carlo for Pitman-Yor Mixture Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {142--151}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2449\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/DubeyWX14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DudikFV14, author = {Miroslav Dud{\'{\i}}k and Rafael M. Frongillo and Jennifer Wortman Vaughan}, editor = {Nevin L. Zhang and Jin Tian}, title = {Market Making with Decreasing Utility for Information}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {152--161}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2450\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/DudikFV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DvijothamFT14, author = {Krishnamurthy Dvijotham and Maryam Fazel and Emanuel Todorov}, editor = {Nevin L. Zhang and Jin Tian}, title = {Universal Convexification via Risk-Aversion}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {162--171}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2451\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/DvijothamFT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/El-HayWEZI14, author = {Tal El{-}Hay and Omer Weissbrod and Elad Eban and Maurizio Zazzi and Francesca Incardona}, editor = {Nevin L. Zhang and Jin Tian}, title = {Structured Proportional Jump Processes}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {172--181}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2452\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/El-HayWEZI14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Elkind014, author = {Edith Elkind and Nisarg Shah}, editor = {Nevin L. Zhang and Jin Tian}, title = {Electing the Most Probable Without Eliminating the Irrational: Voting Over Intransitive Domains}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {182--191}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2453\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Elkind014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ErmisB14, author = {Beyza Ermis and Guillaume Bouchard}, editor = {Nevin L. Zhang and Jin Tian}, title = {Iterative Splits of Quadratic Bounds for Scalable Binary Tensor Factorization}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {192--199}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2454\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ErmisB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/FanMY14, author = {Xiannian Fan and Brandon M. Malone and Changhe Yuan}, editor = {Nevin L. Zhang and Jin Tian}, title = {Finding Optimal Bayesian Network Structures with Constraints Learned from Data}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {200--209}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2455\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/FanMY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/FernsP14, author = {Norman Ferns and Doina Precup}, editor = {Nevin L. Zhang and Jin Tian}, title = {Bisimulation Metrics are Optimal Value Functions}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {210--219}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2456\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/FernsP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/FouldsS14, author = {James R. Foulds and Padhraic Smyth}, editor = {Nevin L. Zhang and Jin Tian}, title = {Annealing Paths for the Evaluation of Topic Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {220--229}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2457\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/FouldsS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GarnettOH14, author = {Roman Garnett and Michael A. Osborne and Philipp Hennig}, editor = {Nevin L. Zhang and Jin Tian}, title = {Active Learning of Linear Embeddings for Gaussian Processes}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {230--239}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2458\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GarnettOH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GeigerJS14, author = {Philipp Geiger and Dominik Janzing and Bernhard Sch{\"{o}}lkopf}, editor = {Nevin L. Zhang and Jin Tian}, title = {Estimating Causal Effects by Bounding Confounding}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {240--249}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2459\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GeigerJS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GelbartSA14, author = {Michael A. Gelbart and Jasper Snoek and Ryan P. Adams}, editor = {Nevin L. Zhang and Jin Tian}, title = {Bayesian Optimization with Unknown Constraints}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {250--259}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2460\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GelbartSA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GhoshRSS14, author = {Soumya Ghosh and Michalis Raptis and Leonid Sigal and Erik B. Sudderth}, editor = {Nevin L. Zhang and Jin Tian}, title = {Nonparametric Clustering with Distance Dependent Hierarchies}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {260--269}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2461\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GhoshRSS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GopalY14, author = {Siddharth Gopal and Yiming Yang}, editor = {Nevin L. Zhang and Jin Tian}, title = {Transformation-based Probabilistic Clustering with Supervision}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {270--279}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2462\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GopalY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GribkoffBS14, author = {Eric Gribkoff and Guy Van den Broeck and Dan Suciu}, editor = {Nevin L. Zhang and Jin Tian}, title = {Understanding the Complexity of Lifted Inference and Asymmetric Weighted Model Counting}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {280--289}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2463\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GribkoffBS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GrizouIMOL14, author = {Jonathan Grizou and I{\~{n}}aki Iturrate and Luis Montesano and Pierre{-}Yves Oudeyer and Manuel Lopes}, editor = {Nevin L. Zhang and Jin Tian}, title = {Interactive Learning from Unlabeled Instructions}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {290--299}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2464\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GrizouIMOL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Gu0H14, author = {Quanquan Gu and Tong Zhang and Jiawei Han}, editor = {Nevin L. Zhang and Jin Tian}, title = {Batch-Mode Active Learning via Error Bound Minimization}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {300--309}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2465\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Gu0H14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GunterLOR14, author = {Tom Gunter and Chris M. Lloyd and Michael A. Osborne and Stephen J. Roberts}, editor = {Nevin L. Zhang and Jin Tian}, title = {Efficient Bayesian Nonparametric Modelling of Structured Point Processes}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {310--319}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2466\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GunterLOR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/HalloranBN14, author = {John T. Halloran and Jeff A. Bilmes and William Stafford Noble}, editor = {Nevin L. Zhang and Jin Tian}, title = {Learning Peptide-Spectrum Alignment Models for Tandem Mass Spectrometry}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {320--329}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2467\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/HalloranBN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/HasseltMS14, author = {Hado van Hasselt and Ashique Rupam Mahmood and Richard S. Sutton}, editor = {Nevin L. Zhang and Jin Tian}, title = {Off-policy {TD(} l) with a true online equivalence}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {330--339}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2468\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/HasseltMS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/HyttinenEJ14, author = {Antti Hyttinen and Frederick Eberhardt and Matti J{\"{a}}rvisalo}, editor = {Nevin L. Zhang and Jin Tian}, title = {Constraint-based Causal Discovery: Conflict Resolution with Answer Set Programming}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {340--349}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2469\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/HyttinenEJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/IshihataI14, author = {Masakazu Ishihata and Tomoharu Iwata}, editor = {Nevin L. Zhang and Jin Tian}, title = {Generating structure of latent variable models for nested data}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {350--359}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2470\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/IshihataI14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/IyerJB14, author = {Rishabh K. Iyer and Stefanie Jegelka and Jeff A. Bilmes}, editor = {Nevin L. Zhang and Jin Tian}, title = {Monotone Closure of Relaxed Constraints in Submodular Optimization: Connections Between Minimization and Maximization}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {360--369}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2471\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/IyerJB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/JainG14, author = {Vidit Jain and Sainyam Galhotra}, editor = {Nevin L. Zhang and Jin Tian}, title = {Min-d-Occur: Ensuring Future Occurrences in Streaming Sets}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {370--379}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2472\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/JainG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KandemirH14, author = {Melih Kandemir and Fred A. Hamprecht}, editor = {Nevin L. Zhang and Jin Tian}, title = {Instance Label Prediction by Dirichlet Process Multiple Instance Learning}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {380--389}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2473\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/KandemirH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KinathilSP14, author = {Shamin Kinathil and Scott Sanner and Nicol{\'{a}}s Della Penna}, editor = {Nevin L. Zhang and Jin Tian}, title = {Closed-form Solutions to a Subclass of Continuous Stochastic Games via Symbolic Dynamic Programming}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {390--399}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2474\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/KinathilSP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Kishomoto014, author = {Akihiro Kishimoto and Radu Marinescu}, editor = {Nevin L. Zhang and Jin Tian}, title = {Recursive Best-First {AND/OR} Search for Optimization in Graphical Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {400--409}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2475\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Kishomoto014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KohlerL14, author = {Henning K{\"{o}}hler and Sebastian Link}, editor = {Nevin L. Zhang and Jin Tian}, title = {Saturated Conditional Independence with Fixed and Undetermined Sets of Incomplete Random Variables}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {410--419}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2476\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/KohlerL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KvetonWAEE14, author = {Branislav Kveton and Zheng Wen and Azin Ashkan and Hoda Eydgahi and Brian Eriksson}, editor = {Nevin L. Zhang and Jin Tian}, title = {Matroid Bandits: Fast Combinatorial Optimization with Learning}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {420--429}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2477\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/KvetonWAEE14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LacosteLML14, author = {Alexandre Lacoste and Hugo Larochelle and Mario Marchand and Fran{\c{c}}ois Laviolette}, editor = {Nevin L. Zhang and Jin Tian}, title = {Sequential Model-Based Ensemble Optimization}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {440--448}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2479\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LacosteLML14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LanZGNC14, author = {Yanyan Lan and Yadong Zhu and Jiafeng Guo and Shuzi Niu and Xueqi Cheng}, editor = {Nevin L. Zhang and Jin Tian}, title = {Position-Aware ListMLE: {A} Sequential Learning Process for Ranking}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {449--458}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2480\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LanZGNC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Lasko14, author = {Thomas A. Lasko}, editor = {Nevin L. Zhang and Jin Tian}, title = {Efficient Inference of Gaussian-Process-Modulated Renewal Processes with Application to Medical Event Data}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {469--476}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2482\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Lasko14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LattimoreCS14, author = {Tor Lattimore and Koby Crammer and Csaba Szepesv{\'{a}}ri}, editor = {Nevin L. Zhang and Jin Tian}, title = {Optimal Resource Allocation with Semi-Bandit Feedback}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {477--486}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2483\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LattimoreCS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Li14, author = {Ping Li}, editor = {Nevin L. Zhang and Jin Tian}, title = {CoRE Kernels}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {496--504}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2485\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Li14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LinJZ14, author = {Ming Lin and Rong Jin and Changshui Zhang}, editor = {Nevin L. Zhang and Jin Tian}, title = {Efficient Sparse Recovery via Adaptive Non-Convex Regularizers with Oracle Property}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {505--514}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2486\&proceeding\_id=30}, timestamp = {Wed, 05 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LinJZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LiuSCC14, author = {Yuanyuan Liu and Fanhua Shang and Hong Cheng and James Cheng}, editor = {Nevin L. Zhang and Jin Tian}, title = {Nuclear Norm Regularized Least Squares Optimization on Grassmannian Manifolds}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {515--524}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2487\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LiuSCC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LoicO14, author = {Lo{\"{\i}}c Landrieu and Guillaume Obozinski}, editor = {Nevin L. Zhang and Jin Tian}, title = {Continuously indexed Potts models on unoriented graphs}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {459--468}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2481\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LoicO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LuF14, author = {Yichao Lu and Dean P. Foster}, editor = {Nevin L. Zhang and Jin Tian}, title = {Fast Ridge Regression with Randomized Principal Component Analysis and Gradient Descent}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {525--532}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2488\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LuF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MaFS14, author = {Zhuang Ma and Dean P. Foster and Robert A. Stine}, editor = {Nevin L. Zhang and Jin Tian}, title = {Adaptive Monotone Shrinkage for Regression}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {533--542}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2489\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/MaFS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MaclaurinA14, author = {Dougal Maclaurin and Ryan P. Adams}, editor = {Nevin L. Zhang and Jin Tian}, title = {Firefly Monte Carlo: Exact {MCMC} with Subsets of Data}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {543--552}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2490\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/MaclaurinA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MarchantRS14, author = {Rom{\'{a}}n Marchant and Fabio Ramos and Scott Sanner}, editor = {Nevin L. Zhang and Jin Tian}, title = {Sequential Bayesian Optimisation for Spatial-Temporal Monitoring}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {553--562}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2491\&proceeding\_id=30}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/MarchantRS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Masegosa14, author = {Andr{\'{e}}s R. Masegosa}, editor = {Nevin L. Zhang and Jin Tian}, title = {Stochastic Discriminative {EM}}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {573--582}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2493\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Masegosa14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MatsubaraGK14, author = {Takamitsu Matsubara and Vicen{\c{c}} G{\'{o}}mez and Hilbert J. Kappen}, editor = {Nevin L. Zhang and Jin Tian}, title = {Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {583--592}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2494\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/MatsubaraGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MeedsW14, author = {Edward Meeds and Max Welling}, editor = {Nevin L. Zhang and Jin Tian}, title = {{GPS-ABC:} Gaussian Process Surrogate Approximate Bayesian Computation}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {593--602}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2495\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/MeedsW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MladenovGK14, author = {Martin Mladenov and Amir Globerson and Kristian Kersting}, editor = {Nevin L. Zhang and Jin Tian}, title = {Lifted Message Passing as Reparametrization of Graphical Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {603--612}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2496\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/MladenovGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MooreR14, author = {David A. Moore and Stuart Russell}, editor = {Nevin L. Zhang and Jin Tian}, title = {Fast Gaussian Process Posteriors with Product Trees}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {613--622}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2497\&proceeding\_id=30}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/MooreR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/NeiswangerWHX14, author = {Willie Neiswanger and Chong Wang and Qirong Ho and Eric P. Xing}, editor = {Nevin L. Zhang and Jin Tian}, title = {Modeling Citation Networks Using Latent Random Offsets}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {633--642}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2499\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/NeiswangerWHX14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/NeiswangerWX14, author = {Willie Neiswanger and Chong Wang and Eric P. Xing}, editor = {Nevin L. Zhang and Jin Tian}, title = {Asymptotically Exact, Embarrassingly Parallel {MCMC}}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {623--632}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2498\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/NeiswangerWX14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/NguyenB14, author = {Trung V. Nguyen and Edwin V. Bonilla}, editor = {Nevin L. Zhang and Jin Tian}, title = {Collaborative Multi-output Gaussian Processes}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {643--652}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2500\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/NguyenB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Ommen14, author = {Thijs van Ommen}, editor = {Nevin L. Zhang and Jin Tian}, title = {Combining predictions from linear models when training and test inputs differ}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {653--662}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2501\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Ommen14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/PanigrahyP14, author = {Rina Panigrahy and Preyas Popat}, editor = {Nevin L. Zhang and Jin Tian}, title = {Optimal amortized regret in every interval}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {663--671}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2502\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/PanigrahyP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/PintoF14, author = {Jervis Pinto and Alan Fern}, editor = {Nevin L. Zhang and Jin Tian}, title = {Learning Partial Policies to Speedup {MDP} Tree Search}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {672--681}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2503\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/PintoF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/PlataniosBM14, author = {Emmanouil Antonios Platanios and Avrim Blum and Tom M. Mitchell}, editor = {Nevin L. Zhang and Jin Tian}, title = {Estimating Accuracy from Unlabeled Data}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {682--691}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2504\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/PlataniosBM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ReddiP14, author = {Sashank J. Reddi and Barnab{\'{a}}s P{\'{o}}czos}, editor = {Nevin L. Zhang and Jin Tian}, title = {k-NN Regression on Functional Data with Incomplete Observations}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {692--701}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2505\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ReddiP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/RosenkrantzMSV14, author = {Daniel J. Rosenkrantz and Madhav V. Marathe and Ravi Sundaram and Anil Vullikanti}, editor = {Nevin L. Zhang and Jin Tian}, title = {Bayesian Inference in Treewidth-Bounded Graphical Models Without Indegree Constraints}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {702--711}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2506\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/RosenkrantzMSV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/SalamatianFKT14, author = {Salman Salamatian and Nadia Fawaz and Branislav Kveton and Nina Taft}, editor = {Nevin L. Zhang and Jin Tian}, title = {{SPPM:} Sparse Privacy Preserving Mappings}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {712--721}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2507\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/SalamatianFKT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ShiTXM14, author = {Tianlin Shi and Da Tang and Liwen Xu and Thomas Moscibroda}, editor = {Nevin L. Zhang and Jin Tian}, title = {Correlated Compressive Sensing for Networked Data}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {722--731}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2508\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ShiTXM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Shrivastava014, author = {Anshumali Shrivastava and Ping Li}, editor = {Nevin L. Zhang and Jin Tian}, title = {Improved Densification of One Permutation Hashing}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {732--741}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2509\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Shrivastava014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/SrivastavaRRC14, author = {Siddharth Srivastava and Stuart Russell and Paul Ruan and Xiang Cheng}, editor = {Nevin L. Zhang and Jin Tian}, title = {First-Order Open-Universe POMDPs}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {742--751}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2510\&proceeding\_id=30}, timestamp = {Fri, 22 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/SrivastavaRRC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/StanculescuWF14, author = {Ioan Stanculescu and Christopher K. I. Williams and Yvonne Freer}, editor = {Nevin L. Zhang and Jin Tian}, title = {A Hierarchical Switching Linear Dynamical System Applied to the Detection of Sepsis in Neonatal Condition Monitoring}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {752--761}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2511\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/StanculescuWF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/StratosKCH14, author = {Karl Stratos and Do{-}kyum Kim and Michael Collins and Daniel J. Hsu}, editor = {Nevin L. Zhang and Jin Tian}, title = {A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {762--771}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2512\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/StratosKCH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/SturlaugsonS14, author = {Liessman Sturlaugson and John W. Sheppard}, editor = {Nevin L. Zhang and Jin Tian}, title = {Inference Complexity in Continuous Time Bayesian Networks}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {772--779}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2513\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/SturlaugsonS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Talvitie14, author = {Erik Talvitie}, editor = {Nevin L. Zhang and Jin Tian}, title = {Model Regularization for Stable Sample Rollouts}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {780--789}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2514\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Talvitie14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/TenzerE14, author = {Yaniv Tenzer and Gal Elidan}, editor = {Nevin L. Zhang and Jin Tian}, title = {{HELM:} Highly Efficient Learning of Mixed copula networks}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {790--799}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2515\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/TenzerE14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/TosiHVL14, author = {Alessandra Tosi and S{\o}ren Hauberg and Alfredo Vellido and Neil D. Lawrence}, editor = {Nevin L. Zhang and Jin Tian}, title = {Metrics for Probabilistic Geometries}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {800--808}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2516\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/TosiHVL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Tran-ThanhSNRJK14, author = {Long Tran{-}Thanh and Lampros C. Stavrogiannis and Victor Naroditskiy and Valentin Robu and Nicholas R. Jennings and Peter B. Key}, editor = {Nevin L. Zhang and Jin Tian}, title = {Efficient Regret Bounds for Online Bid Optimisation in Budget-Limited Sponsored Search Auctions}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {809--818}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2517\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Tran-ThanhSNRJK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/TrivediWKS14, author = {Shubhendu Trivedi and Jialei Wang and Samory Kpotufe and Gregory Shakhnarovich}, editor = {Nevin L. Zhang and Jin Tian}, title = {A Consistent Estimator of the Expected Gradient Outerproduct}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {819--828}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2518\&proceeding\_id=30}, timestamp = {Mon, 14 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/TrivediWKS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/VovkP14, author = {Vladimir Vovk and Ivan Petej}, editor = {Nevin L. Zhang and Jin Tian}, title = {Venn-Abers Predictors}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {829--838}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2519\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/VovkP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/WaldG14, author = {Yoav Wald and Amir Globerson}, editor = {Nevin L. Zhang and Jin Tian}, title = {Tightness Results for Local Consistency Relaxations in Continuous MRFs}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {839--848}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2520\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/WaldG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/WangBCU14, author = {Yali Wang and Marcus A. Brubaker and Brahim Chaib{-}draa and Raquel Urtasun}, editor = {Nevin L. Zhang and Jin Tian}, title = {Bayesian Filtering with Online Gaussian Process Latent Variable Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {849--857}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2521\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/WangBCU14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/WellerJ14, author = {Adrian Weller and Tony Jebara}, editor = {Nevin L. Zhang and Jin Tian}, title = {Approximating the Bethe Partition Function}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {858--867}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2522\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/WellerJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/WellerTJS14, author = {Adrian Weller and Kui Tang and Tony Jebara and David A. Sontag}, editor = {Nevin L. Zhang and Jin Tian}, title = {Understanding the Bethe Approximation: When and How can it go Wrong?}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {868--877}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2523\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/WellerTJS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Wu14, author = {Hao Wu}, editor = {Nevin L. Zhang and Jin Tian}, title = {A Bayesian Nonparametric Model for Spectral Estimation of Metastable Systems}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {878--887}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2524\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Wu14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/WytockSK14, author = {Matt Wytock and Suvrit Sra and Jeremy Z. Kolter}, editor = {Nevin L. Zhang and Jin Tian}, title = {Fast Newton methods for the group fused lasso}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {888--897}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2525\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/WytockSK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/XiongS14, author = {Liang Xiong and Jeff G. Schneider}, editor = {Nevin L. Zhang and Jin Tian}, title = {Learning from Point Sets with Observational Bias}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {898--906}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2526\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/XiongS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ZanderLT14a, author = {Benito van der Zander and Maciej Liskiewicz and Johannes Textor}, editor = {Nevin L. Zhang and Jin Tian}, title = {Constructing Separators and Adjustment Sets in Ancestral Graphs}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {907--916}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2527\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ZanderLT14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ZhouWQ14, author = {Chunlai Zhou and Mingyue Wang and Biao Qin}, editor = {Nevin L. Zhang and Jin Tian}, title = {Belief-Kinematics Jeffrey-s Rules in the Theory of Evidence}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {917--926}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2528\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ZhouWQ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/uai/2014, editor = {Nevin L. Zhang and Jin Tian}, title = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticles.jsp?mmnu=1\&smnu=1\&proceeding\_id=30}, isbn = {978-0-9749039-1-0}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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