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@inproceedings{DBLP:conf/mlsys/0001JNGAKS020, author = {Paras Jain and Ajay Jain and Aniruddha Nrusimha and Amir Gholami and Pieter Abbeel and Kurt Keutzer and Ion Stoica and Joseph Gonzalez}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/320.pdf}, timestamp = {Thu, 18 Jun 2020 15:47:18 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/0001JNGAKS020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/0002BP20, author = {Shang Wang and Yifan Bai and Gennady Pekhimenko}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {{BPPSA:} Scaling Back-propagation by Parallel Scan Algorithm}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/317.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/0002BP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/AhnLLCHE20, author = {Byung Hoon Ahn and Jinwon Lee and Jamie Menjay Lin and Hsin{-}Pai Cheng and Jilei Hou and Hadi Esmaeilzadeh}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/290.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/AhnLLCHE20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/BlalockOFG20, author = {Davis W. Blalock and Jose Javier Gonzalez Ortiz and Jonathan Frankle and John V. Guttag}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {What is the State of Neural Network Pruning?}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/296.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/BlalockOFG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/ChenMFGTS20, author = {Beidi Chen and Tharun Medini and James Farwell and Sameh Gobriel and Tsung{-}Yuan Charlie Tai and Anshumali Shrivastava}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {{SLIDE} : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/306.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/ChenMFGTS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/Chidambaram0D20, author = {Sivakumar Chidambaram and Pierre Langlois and Jean{-}Pierre David}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {PoET-BiN: Power Efficient Tiny Binary Neurons}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/298.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/Chidambaram0D20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/Fernandez-Marques20, author = {Javier Fern{\'{a}}ndez{-}Marqu{\'{e}}s and Paul N. Whatmough and Andrew Mundy and Matthew Mattina}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Searching for Winograd-aware Quantized Networks}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/288.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/Fernandez-Marques20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/FrommCPCP20, author = {Joshua Fromm and Meghan Cowan and Matthai Philipose and Luis Ceze and Shwetak N. Patel}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Riptide: Fast End-to-End Binarized Neural Networks}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/312.pdf}, timestamp = {Tue, 28 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/FrommCPCP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/GuanMSLP20, author = {Hui Guan and Laxmikant Kishor Mokadam and Xipeng Shen and Seung{-}Hwan Lim and Robert M. Patton}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {{FLEET:} Flexible Efficient Ensemble Training for Heterogeneous Deep Neural Networks}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/304.pdf}, timestamp = {Fri, 01 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlsys/GuanMSLP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/Haj-AliHMXAWS20, author = {Ameer Haj{-}Ali and Qijing (Jenny) Huang and William S. Moses and John Xiang and Krste Asanovic and John Wawrzynek and Ion Stoica}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {AutoPhase: Juggling {HLS} Phase Orderings in Random Forests with Deep Reinforcement Learning}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/292.pdf}, timestamp = {Fri, 21 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/Haj-AliHMXAWS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/Innes20, author = {Mike Innes}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Sense {\&} Sensitivities: The Path to General-Purpose Algorithmic Differentiation}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/291.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/Innes20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/JainGWD20, author = {Sambhav R. Jain and Albert Gural and Michael Wu and Chris Dick}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inference of Deep Neural Networks}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/295.pdf}, timestamp = {Thu, 09 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlsys/JainGWD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/JiaLGZA20, author = {Zhihao Jia and Sina Lin and Mingyu Gao and Matei Zaharia and Alex Aiken}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Improving the Accuracy, Scalability, and Performance of Graph Neural Networks with Roc}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/300.pdf}, timestamp = {Thu, 20 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/JiaLGZA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/JiangWCWWZYCCYL20, author = {Xiaotang Jiang and Huan Wang and Yiliu Chen and Ziqi Wu and Lichuan Wang and Bin Zou and Yafeng Yang and Zongyang Cui and Yu Cai and Tianhang Yu and Chengfei Lyu and Zhihua Wu}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {{MNN:} {A} Universal and Efficient Inference Engine}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/287.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/JiangWCWWZYCCYL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/KangRBZ20, author = {Daniel Kang and Deepti Raghavan and Peter Bailis and Matei Zaharia}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Model Assertions for Monitoring and Improving {ML} Models}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/319.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/KangRBZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/KraftKNPBZ20, author = {Peter Kraft and Daniel Kang and Deepak Narayanan and Shoumik Palkar and Peter Bailis and Matei Zaharia}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Willump: {A} Statistically-Aware End-to-end Optimizer for Machine Learning Inference}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/297.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/KraftKNPBZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/LeszczynskiMZ0A20, author = {Megan Leszczynski and Avner May and Jian Zhang and Sen Wu and Christopher R. Aberger and Christopher R{\'{e}}}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Understanding the Downstream Instability of Word Embeddings}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/305.pdf}, timestamp = {Mon, 24 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/LeszczynskiMZ0A20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/LiJRGBHRT20, author = {Liam Li and Kevin G. Jamieson and Afshin Rostamizadeh and Ekaterina Gonina and Jonathan Ben{-}tzur and Moritz Hardt and Benjamin Recht and Ameet Talwalkar}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {A System for Massively Parallel Hyperparameter Tuning}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/303.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/LiJRGBHRT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/LiSZSTS20, author = {Tian Li and Anit Kumar Sahu and Manzil Zaheer and Maziar Sanjabi and Ameet Talwalkar and Virginia Smith}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Federated Optimization in Heterogeneous Networks}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/316.pdf}, timestamp = {Wed, 23 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlsys/LiSZSTS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/LuoWKCN20, author = {Liang Luo and Peter West and Arvind Krishnamurthy and Luis Ceze and Jacob Nelson}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/293.pdf}, timestamp = {Fri, 11 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/LuoWKCN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/MalekzadehAHL20, author = {Mohammad Malekzadeh and Dimitrios Athanasakis and Hamed Haddadi and Benjamin Livshits}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Privacy-Preserving Bandits}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/310.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/MalekzadehAHL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/MattsonCDCMPTWB20, author = {Peter Mattson and Christine Cheng and Gregory F. Diamos and Cody Coleman and Paulius Micikevicius and David A. Patterson and Hanlin Tang and Gu{-}Yeon Wei and Peter Bailis and Victor Bittorf and David Brooks and Dehao Chen and Debo Dutta and Udit Gupta and Kim M. Hazelwood and Andy Hock and Xinyuan Huang and Daniel Kang and David Kanter and Naveen Kumar and Jeffery Liao and Deepak Narayanan and Tayo Oguntebi and Gennady Pekhimenko and Lillian Pentecost and Vijay Janapa Reddi and Taylor Robie and Tom St. John and Carole{-}Jean Wu and Lingjie Xu and Cliff Young and Matei Zaharia}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {MLPerf Training Benchmark}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/309.pdf}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/MattsonCDCMPTWB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/OrZF20, author = {Andrew Or and Haoyu Zhang and Michael J. Freedman}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Resource Elasticity in Distributed Deep Learning}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/314.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/OrZF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/ParkYACK20, author = {Junki Park and Hyunsung Yoon and Daehyun Ahn and Jungwook Choi and Jae{-}Joon Kim}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {{OPTIMUS:} OPTImized matrix MUltiplication Structure for Transformer neural network accelerator}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/311.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/ParkYACK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/RadulPMHS20, author = {Alexey Radul and Brian Patton and Dougal Maclaurin and Matthew D. Hoffman and Rif A. Saurous}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Automatically batching control-intensive programs for modern accelerators}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/313.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/RadulPMHS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/RusciCB20, author = {Manuele Rusci and Alessandro Capotondi and Luca Benini}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Memory-Driven Mixed Low Precision Quantization for Enabling Deep Network Inference on Microcontrollers}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/308.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/RusciCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/WangVPTDS20, author = {Guanhua Wang and Shivaram Venkataraman and Amar Phanishayee and Jorgen Thelin and Nikhil R. Devanur and Ion Stoica}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Blink: Fast and Generic Collectives for Distributed {ML}}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/299.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/WangVPTDS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/WangW020, author = {Yu Wang and Gu{-}Yeon Wei and David Brooks}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {A Systematic Methodology for Analysis of Deep Learning Hardware and Software Platforms}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/289.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/WangW020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/WangWM20, author = {Hanson Wang and Zehui Wang and Yuanyuan Ma}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Predictive Precompute with Recurrent Neural Networks}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/318.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/WangWM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/WasayHLCI20, author = {Abdul Wasay and Brian Hentschel and Yuze Liao and Sanyuan Chen and Stratos Idreos}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {MotherNets: Rapid Deep Ensemble Learning}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/301.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/WasayHLCI20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/WuZIR20, author = {Richard Wu and Aoqian Zhang and Ihab F. Ilyas and Theodoros Rekatsinas}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Attention-based Learning for Missing Data Imputation in HoloClean}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/307.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/WuZIR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/YuC20, author = {Peifeng Yu and Mosharaf Chowdhury}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Fine-Grained {GPU} Sharing Primitives for Deep Learning Applications}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/294.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/YuC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/ZhangLHLCLRXHSH20, author = {Xiaofan Zhang and Haoming Lu and Cong Hao and Jiachen Li and Bowen Cheng and Yuhong Li and Kyle Rupnow and Jinjun Xiong and Thomas S. Huang and Honghui Shi and Wen{-}Mei Hwu and Deming Chen}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/302.pdf}, timestamp = {Mon, 22 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/ZhangLHLCLRXHSH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/ZhaoXJQDS020, author = {Weijie Zhao and Deping Xie and Ronglai Jia and Yulei Qian and Ruiquan Ding and Mingming Sun and Ping Li}, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Distributed Hierarchical {GPU} Parameter Server for Massive Scale Deep Learning Ads Systems}, booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/315.pdf}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/ZhaoXJQDS020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/mlsys/2020, editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze}, title = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020}, publisher = {mlsys.org}, year = {2020}, url = {https://proceedings.mlsys.org/book/2020}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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