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BibTeX records: Mauro Maggioni
@article{DBLP:journals/jns/YeYM24, author = {Felix X.{-}F. Ye and Sichen Yang and Mauro Maggioni}, title = {Nonlinear Model Reduction for Slow-Fast Stochastic Systems Near Unknown Invariant Manifolds}, journal = {J. Nonlinear Sci.}, volume = {34}, number = {1}, pages = {22}, year = {2024}, url = {https://doi.org/10.1007/s00332-023-09998-8}, doi = {10.1007/S00332-023-09998-8}, timestamp = {Tue, 23 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jns/YeYM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-07250, author = {Minglang Yin and Nicolas Charon and Ryan Brody and Lu Lu and Natalia A. Trayanova and Mauro Maggioni}, title = {{DIMON:} Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains}, journal = {CoRR}, volume = {abs/2402.07250}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.07250}, doi = {10.48550/ARXIV.2402.07250}, eprinttype = {arXiv}, eprint = {2402.07250}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-07250.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08412, author = {Quanjun Lang and Xiong Wang and Fei Lu and Mauro Maggioni}, title = {Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel}, journal = {CoRR}, volume = {abs/2402.08412}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08412}, doi = {10.48550/ARXIV.2402.08412}, eprinttype = {arXiv}, eprint = {2402.08412}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08412.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/focm/LuMT22, author = {Fei Lu and Mauro Maggioni and Sui Tang}, title = {Learning Interaction Kernels in Stochastic Systems of Interacting Particles from Multiple Trajectories}, journal = {Found. Comput. Math.}, volume = {22}, number = {4}, pages = {1013--1067}, year = {2022}, url = {https://doi.org/10.1007/s10208-021-09521-z}, doi = {10.1007/S10208-021-09521-Z}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/focm/LuMT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-05242, author = {Qingci An and Yannis G. Kevrekidis and Fei Lu and Mauro Maggioni}, title = {Unsupervised learning of observation functions in state-space models by nonparametric moment methods}, journal = {CoRR}, volume = {abs/2207.05242}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.05242}, doi = {10.48550/ARXIV.2207.05242}, eprinttype = {arXiv}, eprint = {2207.05242}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-05242.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-02758, author = {Jinchao Feng and Mauro Maggioni and Patrick Martin and Ming Zhong}, title = {Learning Interaction Variables and Kernels from Observations of Agent-Based Systems}, journal = {CoRR}, volume = {abs/2208.02758}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.02758}, doi = {10.48550/ARXIV.2208.02758}, eprinttype = {arXiv}, eprint = {2208.02758}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-02758.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-00746, author = {Christian K{\"{u}}mmerle and Mauro Maggioni and Sui Tang}, title = {Learning Transition Operators From Sparse Space-Time Samples}, journal = {CoRR}, volume = {abs/2212.00746}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.00746}, doi = {10.48550/ARXIV.2212.00746}, eprinttype = {arXiv}, eprint = {2212.00746}, timestamp = {Thu, 08 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-00746.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LuMT21, author = {Fei Lu and Mauro Maggioni and Sui Tang}, title = {Learning interaction kernels in heterogeneous systems of agents from multiple trajectories}, journal = {J. Mach. Learn. Res.}, volume = {22}, pages = {32:1--32:67}, year = {2021}, url = {http://jmlr.org/papers/v22/19-861.html}, timestamp = {Wed, 10 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/LuMT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MaggioniMQZ21, author = {Mauro Maggioni and Jason Miller and Hongda Qiu and Ming Zhong}, editor = {Marina Meila and Tong Zhang}, title = {Learning Interaction Kernels for Agent Systems on Riemannian Manifolds}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {7290--7300}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/maggioni21a.html}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MaggioniMQZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-05119, author = {Wenjing Liao and Mauro Maggioni and Stefano Vigogna}, title = {Multiscale regression on unknown manifolds}, journal = {CoRR}, volume = {abs/2101.05119}, year = {2021}, url = {https://arxiv.org/abs/2101.05119}, eprinttype = {arXiv}, eprint = {2101.05119}, timestamp = {Tue, 26 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-05119.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-00327, author = {Mauro Maggioni and Jason Miller and Hongda Qiu and Ming Zhong}, title = {Learning Interaction Kernels for Agent Systems on Riemannian Manifolds}, journal = {CoRR}, volume = {abs/2102.00327}, year = {2021}, url = {https://arxiv.org/abs/2102.00327}, eprinttype = {arXiv}, eprint = {2102.00327}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-00327.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-02120, author = {Felix X.{-}F. Ye and Sichen Yang and Mauro Maggioni}, title = {Nonlinear model reduction for slow-fast stochastic systems near manifolds}, journal = {CoRR}, volume = {abs/2104.02120}, year = {2021}, url = {https://arxiv.org/abs/2104.02120}, eprinttype = {arXiv}, eprint = {2104.02120}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-02120.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-11894, author = {Ming Zhong and Jason Miller and Mauro Maggioni}, title = {Machine Learning for Discovering Effective Interaction Kernels between Celestial Bodies from Ephemerides}, journal = {CoRR}, volume = {abs/2108.11894}, year = {2021}, url = {https://arxiv.org/abs/2108.11894}, eprinttype = {arXiv}, eprint = {2108.11894}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-11894.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LittleMM20, author = {Anna V. Little and Mauro Maggioni and James M. Murphy}, title = {Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms}, journal = {J. Mach. Learn. Res.}, volume = {21}, pages = {6:1--6:66}, year = {2020}, url = {http://jmlr.org/papers/v21/18-085.html}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LittleMM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/TomitaBSCPFPYBM20, author = {Tyler M. Tomita and James Browne and Cencheng Shen and Jaewon Chung and Jesse Patsolic and Benjamin Falk and Carey E. Priebe and Jason Yim and Randal C. Burns and Mauro Maggioni and Joshua T. Vogelstein}, title = {Sparse Projection Oblique Randomer Forests}, journal = {J. Mach. Learn. Res.}, volume = {21}, pages = {104:1--104:39}, year = {2020}, url = {http://jmlr.org/papers/v21/18-664.html}, timestamp = {Wed, 18 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/TomitaBSCPFPYBM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lgrs/MurphyM20, author = {James M. Murphy and Mauro Maggioni}, title = {Spectral-Spatial Diffusion Geometry for Hyperspectral Image Clustering}, journal = {{IEEE} Geosci. Remote. Sens. Lett.}, volume = {17}, number = {7}, pages = {1243--1247}, year = {2020}, url = {https://doi.org/10.1109/LGRS.2019.2943001}, doi = {10.1109/LGRS.2019.2943001}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/lgrs/MurphyM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-03729, author = {Jason Miller and Sui Tang and Ming Zhong and Mauro Maggioni}, title = {Learning Theory for Inferring Interaction Kernels in Second-Order Interacting Agent Systems}, journal = {CoRR}, volume = {abs/2010.03729}, year = {2020}, url = {https://arxiv.org/abs/2010.03729}, eprinttype = {arXiv}, eprint = {2010.03729}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-03729.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-11081, author = {Haley G. Abramson and Dan M. Popescu and Rebecca Yu and Changxin Lai and Julie K. Shade and Katherine C. Wu and Mauro Maggioni and Natalia A. Trayanova}, title = {Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac {MRI} for Scar Segmentation and Clinical Feature Extraction}, journal = {CoRR}, volume = {abs/2010.11081}, year = {2020}, url = {https://arxiv.org/abs/2010.11081}, eprinttype = {arXiv}, eprint = {2010.11081}, timestamp = {Tue, 27 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-11081.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LiaoM19, author = {Wenjing Liao and Mauro Maggioni}, title = {Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data}, journal = {J. Mach. Learn. Res.}, volume = {20}, pages = {98:1--98:63}, year = {2019}, url = {http://jmlr.org/papers/v20/17-252.html}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LiaoM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MaggioniM19, author = {Mauro Maggioni and James M. Murphy}, title = {Learning by Unsupervised Nonlinear Diffusion}, journal = {J. Mach. Learn. Res.}, volume = {20}, pages = {160:1--160:56}, year = {2019}, url = {http://jmlr.org/papers/v20/18-873.html}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MaggioniM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tgrs/MurphyM19, author = {James M. Murphy and Mauro Maggioni}, title = {Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion}, journal = {{IEEE} Trans. Geosci. Remote. Sens.}, volume = {57}, number = {3}, pages = {1829--1845}, year = {2019}, url = {https://doi.org/10.1109/TGRS.2018.2869723}, doi = {10.1109/TGRS.2018.2869723}, timestamp = {Tue, 12 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tgrs/MurphyM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/MurphyM19, author = {James M. Murphy and Mauro Maggioni}, title = {Unsupervised Discriminative Dimension Reduction for Hyperspectral Chemical Plume Segmentation}, booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019}, pages = {3828--3831}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IGARSS.2019.8899049}, doi = {10.1109/IGARSS.2019.8899049}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/igarss/MurphyM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-05402, author = {James M. Murphy and Mauro Maggioni}, title = {Spectral-Spatial Diffusion Geometry for Hyperspectral Image Clustering}, journal = {CoRR}, volume = {abs/1902.05402}, year = {2019}, url = {http://arxiv.org/abs/1902.05402}, eprinttype = {arXiv}, eprint = {1902.05402}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-05402.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-12989, author = {Mauro Maggioni and James M. Murphy}, title = {Learning by Active Nonlinear Diffusion}, journal = {CoRR}, volume = {abs/1905.12989}, year = {2019}, url = {http://arxiv.org/abs/1905.12989}, eprinttype = {arXiv}, eprint = {1905.12989}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-12989.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-04832, author = {Fei Lu and Mauro Maggioni and Sui Tang}, title = {Learning interaction kernels in heterogeneous systems of agents from multiple trajectories}, journal = {CoRR}, volume = {abs/1910.04832}, year = {2019}, url = {http://arxiv.org/abs/1910.04832}, eprinttype = {arXiv}, eprint = {1910.04832}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-04832.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-11123, author = {Mauro Maggioni and Jason Miller and Ming Zhong}, title = {Data-driven Discovery of Emergent Behaviors in Collective Dynamics}, journal = {CoRR}, volume = {abs/1912.11123}, year = {2019}, url = {http://arxiv.org/abs/1912.11123}, eprinttype = {arXiv}, eprint = {1912.11123}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-11123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/whispers/MurphyM18, author = {James M. Murphy and Mauro Maggioni}, title = {Iterative active learning with diffusion geometry for hyperspectral images}, booktitle = {9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, {WHISPERS} 2018, Amsterdam, The Netherlands, September 23-26, 2018}, pages = {1--5}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/WHISPERS.2018.8747033}, doi = {10.1109/WHISPERS.2018.8747033}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/whispers/MurphyM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-06702, author = {Mauro Maggioni and James M. Murphy}, title = {Learning by Unsupervised Nonlinear Diffusion}, journal = {CoRR}, volume = {abs/1810.06702}, year = {2018}, url = {http://arxiv.org/abs/1810.06702}, eprinttype = {arXiv}, eprint = {1810.06702}, timestamp = {Thu, 01 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-06702.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-06003, author = {Fei Lu and Mauro Maggioni and Sui Tang and Ming Zhong}, title = {Nonparametric inference of interaction laws in systems of agents from trajectory data}, journal = {CoRR}, volume = {abs/1812.06003}, year = {2018}, url = {http://arxiv.org/abs/1812.06003}, eprinttype = {arXiv}, eprint = {1812.06003}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-06003.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/GerberM17, author = {Samuel Gerber and Mauro Maggioni}, title = {Multiscale Strategies for Computing Optimal Transport}, journal = {J. Mach. Learn. Res.}, volume = {18}, pages = {72:1--72:32}, year = {2017}, url = {http://jmlr.org/papers/v18/16-108.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/GerberM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mmas/CrosskeyM17, author = {Miles Crosskey and Mauro Maggioni}, title = {{ATLAS:} {A} Geometric Approach to Learning High-Dimensional Stochastic Systems Near Manifolds}, journal = {Multiscale Model. Simul.}, volume = {15}, number = {1}, pages = {110--156}, year = {2017}, url = {https://doi.org/10.1137/140970951}, doi = {10.1137/140970951}, timestamp = {Tue, 31 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mmas/CrosskeyM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TomitaMV17, author = {Tyler M. Tomita and Mauro Maggioni and Joshua T. Vogelstein}, editor = {Nitesh V. Chawla and Wei Wang}, title = {{ROFLMAO:} Robust Oblique Forests with Linear MAtrix Operations}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {498--506}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.56}, doi = {10.1137/1.9781611974973.56}, timestamp = {Fri, 04 Oct 2019 16:19:51 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TomitaMV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MurphyM17, author = {James M. Murphy and Mauro Maggioni}, title = {Unsupervised Geometric Learning of Hyperspectral Images}, journal = {CoRR}, volume = {abs/1704.07961}, year = {2017}, url = {http://arxiv.org/abs/1704.07961}, eprinttype = {arXiv}, eprint = {1704.07961}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MurphyM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-02469, author = {Samuel Gerber and Mauro Maggioni}, title = {Multiscale Strategies for Computing Optimal Transport}, journal = {CoRR}, volume = {abs/1708.02469}, year = {2017}, url = {http://arxiv.org/abs/1708.02469}, eprinttype = {arXiv}, eprint = {1708.02469}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-02469.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MaggioniMS16, author = {Mauro Maggioni and Stanislav Minsker and Nate Strawn}, title = {Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness}, journal = {J. Mach. Learn. Res.}, volume = {17}, pages = {2:1--2:51}, year = {2016}, url = {http://jmlr.org/papers/v17/maggioni16a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MaggioniMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/staeors/0009CM16, author = {Yi Wang and Guangliang Chen and Mauro Maggioni}, title = {High-Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies}, journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.}, volume = {9}, number = {9}, pages = {4316--4324}, year = {2016}, url = {https://doi.org/10.1109/JSTARS.2016.2539968}, doi = {10.1109/JSTARS.2016.2539968}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/staeors/0009CM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/YinMHDM16, author = {Rujie Yin and Eric E. Monson and Elizabeth Honig and Ingrid Daubechies and Mauro Maggioni}, title = {Object recognition in art drawings: Transfer of a neural network}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {2299--2303}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472087}, doi = {10.1109/ICASSP.2016.7472087}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/YinMHDM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itw/LiaoMV16, author = {Wenjing Liao and Mauro Maggioni and Stefano Vigogna}, title = {Learning adaptive multiscale approximations to data and functions near low-dimensional sets}, booktitle = {2016 {IEEE} Information Theory Workshop, {ITW} 2016, Cambridge, United Kingdom, September 11-14, 2016}, pages = {226--230}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ITW.2016.7606829}, doi = {10.1109/ITW.2016.7606829}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/itw/LiaoMV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiaoM16, author = {Wenjing Liao and Mauro Maggioni}, title = {Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data}, journal = {CoRR}, volume = {abs/1611.01179}, year = {2016}, url = {http://arxiv.org/abs/1611.01179}, eprinttype = {arXiv}, eprint = {1611.01179}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiaoM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/whispers/WangMC15, author = {Yi Grace Wang and Mauro Maggioni and Guangliang Chen}, title = {Enhanced detection of chemical plumes in hyperspectral images and movies throughimproved backgroundmodeling}, booktitle = {7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, {WHISPERS} 2015, Tokyo, Japan, June 2-5, 2015}, pages = {1--4}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/WHISPERS.2015.8075369}, doi = {10.1109/WHISPERS.2015.8075369}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/whispers/WangMC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TomitaMV15, author = {Tyler M. Tomita and Mauro Maggioni and Joshua T. Vogelstein}, title = {Randomer Forests}, journal = {CoRR}, volume = {abs/1506.03410}, year = {2015}, url = {http://arxiv.org/abs/1506.03410}, eprinttype = {arXiv}, eprint = {1506.03410}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TomitaMV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/AltemoseMMW14, author = {Nicolas Altemose and Karen H. Miga and Mauro Maggioni and Huntington F. Willard}, title = {Genomic Characterization of Large Heterochromatic Gaps in the Human Genome Assembly}, journal = {PLoS Comput. Biol.}, volume = {10}, number = {5}, year = {2014}, url = {https://doi.org/10.1371/journal.pcbi.1003628}, doi = {10.1371/JOURNAL.PCBI.1003628}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/AltemoseMMW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JacquesVB14, author = {Laurent Jacques and Christophe De Vleeschouwer and Yannick Boursier and Prasad Sudhakar and C. De Mol and Aleksandra Pizurica and Sandrine Anthoine and Pierre Vandergheynst and Pascal Frossard and Cagdas Bilen and Srdan Kitic and Nancy Bertin and R{\'{e}}mi Gribonval and Nicolas Boumal and Bamdev Mishra and Pierre{-}Antoine Absil and Rodolphe Sepulchre and Shaun Bundervoet and Colas Schretter and Ann Dooms and Peter Schelkens and Olivier Chabiron and Fran{\c{c}}ois Malgouyres and Jean{-}Yves Tourneret and Nicolas Dobigeon and Pierre Chainais and C{\'{e}}dric Richard and Bruno Cornelis and Ingrid Daubechies and David B. Dunson and Marie Dankov{\'{a}} and Pavel Rajmic and K{\'{e}}vin Degraux and Valerio Cambareri and Bert Geelen and Gauthier Lafruit and Gianluca Setti and Jean{-}Fran{\c{c}}ois Determe and J{\'{e}}r{\^{o}}me Louveaux and Fran{\c{c}}ois Horlin and Ang{\'{e}}lique Dr{\'{e}}meau and Patrick H{\'{e}}as and C{\'{e}}dric Herzet and Vincent Duval and Gabriel Peyr{\'{e}} and Alhussein Fawzi and Mike E. Davies and Nicolas Gillis and Stephen A. Vavasis and Charles Soussen and Luc Le Magoarou and Jingwei Liang and Jalal Fadili and Antoine Liutkus and David Martina and Sylvain Gigan and Laurent Daudet and Mauro Maggioni and Stanislav Minsker and Nate Strawn and C. Mory and Fred Maurice Ngol{\`{e}} Mboula and Jean{-}Luc Starck and Ignace Loris and Samuel Vaiter and Mohammad Golbabaee and Dejan Vukobratovic}, title = {Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14)}, journal = {CoRR}, volume = {abs/1410.0719}, year = {2014}, url = {http://arxiv.org/abs/1410.0719}, eprinttype = {arXiv}, eprint = {1410.0719}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JacquesVB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/Maggioni13, author = {Mauro Maggioni}, editor = {Michael B. Matthews}, title = {Geometric estimation of probability measures in high-dimensions}, booktitle = {2013 Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, November 3-6, 2013}, pages = {1363--1367}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ACSSC.2013.6810517}, doi = {10.1109/ACSSC.2013.6810517}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acssc/Maggioni13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/BouvrieM12, author = {Jake V. Bouvrie and Mauro Maggioni}, title = {Efficient solution of Markov decision problems with multiscale representations}, booktitle = {50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012, Allerton Park {\&} Retreat Center, Monticello, IL, USA, October 1-5, 2012}, pages = {474--481}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/Allerton.2012.6483256}, doi = {10.1109/ALLERTON.2012.6483256}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/allerton/BouvrieM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/BouvrieM12, author = {Jake V. Bouvrie and Mauro Maggioni}, title = {Geometric multiscale reduction for autonomous and controlled nonlinear systems}, booktitle = {Proceedings of the 51th {IEEE} Conference on Decision and Control, {CDC} 2012, December 10-13, 2012, Maui, HI, {USA}}, pages = {4320--4327}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CDC.2012.6425873}, doi = {10.1109/CDC.2012.6425873}, timestamp = {Fri, 04 Mar 2022 13:28:47 +0100}, biburl = {https://dblp.org/rec/conf/cdc/BouvrieM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vcip/ChenICM12, author = {Guangliang Chen and Mark A. Iwen and Sang Chin and Mauro Maggioni}, title = {A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements}, booktitle = {2012 Visual Communications and Image Processing, {VCIP} 2012, San Diego, CA, USA, November 27-30, 2012}, pages = {1--6}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/VCIP.2012.6410789}, doi = {10.1109/VCIP.2012.6410789}, timestamp = {Thu, 29 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/vcip/ChenICM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1204-3337, author = {Mark A. Iwen and Mauro Maggioni}, title = {Approximation of Points on Low-Dimensional Manifolds Via Random Linear Projections}, journal = {CoRR}, volume = {abs/1204.3337}, year = {2012}, url = {http://arxiv.org/abs/1204.3337}, eprinttype = {arXiv}, eprint = {1204.3337}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1204-3337.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-1143, author = {Jake V. Bouvrie and Mauro Maggioni}, title = {Multiscale Markov Decision Problems: Compression, Solution, and Transfer Learning}, journal = {CoRR}, volume = {abs/1212.1143}, year = {2012}, url = {http://arxiv.org/abs/1212.1143}, eprinttype = {arXiv}, eprint = {1212.1143}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-1143.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ChenM11, author = {Guangliang Chen and Mauro Maggioni}, title = {Multiscale geometric and spectral analysis of plane arrangements}, booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011}, pages = {2825--2832}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/CVPR.2011.5995666}, doi = {10.1109/CVPR.2011.5995666}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ChenM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1105-4924, author = {William K. Allard and Guangliang Chen and Mauro Maggioni}, title = {Multiscale Geometric Methods for Data Sets {II:} Geometric Wavelets}, journal = {CoRR}, volume = {abs/1105.4924}, year = {2011}, url = {http://arxiv.org/abs/1105.4924}, eprinttype = {arXiv}, eprint = {1105.4924}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1105-4924.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/WuGMM10, author = {Qiang Wu and Justin Guinney and Mauro Maggioni and Sayan Mukherjee}, title = {Learning Gradients: Predictive Models that Infer Geometry and Statistical Dependence}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {2175--2198}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1859926}, doi = {10.5555/1756006.1859926}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/WuGMM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ciss/ChenM10, author = {Guangliang Chen and Mauro Maggioni}, title = {Multiscale geometric wavelets for the analysis of point clouds}, booktitle = {44th Annual Conference on Information Sciences and Systems, {CISS} 2010, Princeton, NJ, USA, 17-19 March 2010}, pages = {1--6}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/CISS.2010.5464843}, doi = {10.1109/CISS.2010.5464843}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ciss/ChenM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieeevast/MonsonCBM10, author = {Eric E. Monson and Guangliang Chen and Rachel Brady and Mauro Maggioni}, title = {Data representation and exploration with Geometric Wavelets}, booktitle = {5th {IEEE} Conference on Visual Analytics Science and Technology, {IEEE} {VAST} 2010, Salt Lake City, UT, USA, October 24-29, 2010, part of VisWeek 2010}, pages = {243--244}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/VAST.2010.5653822}, doi = {10.1109/VAST.2010.5653822}, timestamp = {Tue, 11 Aug 2020 14:39:34 +0200}, biburl = {https://dblp.org/rec/conf/ieeevast/MonsonCBM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmetrics/WillingerRTVM09, author = {Walter Willinger and Reza Rejaie and Mojtaba Torkjazi and Masoud Valafar and Mauro Maggioni}, title = {Research on online social networks: time to face the real challenges}, journal = {{SIGMETRICS} Perform. Evaluation Rev.}, volume = {37}, number = {3}, pages = {49--54}, year = {2009}, url = {https://doi.org/10.1145/1710115.1710125}, doi = {10.1145/1710115.1710125}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmetrics/WillingerRTVM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaifs/LittleJM09, author = {Anna V. Little and Yoon{-}Mo Jung and Mauro Maggioni}, title = {Multiscale Estimation of Intrinsic Dimensionality of Data Sets}, booktitle = {Manifold Learning and Its Applications, Papers from the 2009 {AAAI} Fall Symposium, Arlington, Virginia, USA, November 5-7, 2009}, series = {{AAAI} Technical Report}, volume = {{FS-09-04}}, publisher = {{AAAI}}, year = {2009}, url = {http://aaai.org/ocs/index.php/FSS/FSS09/paper/view/950}, timestamp = {Thu, 26 Sep 2013 15:59:00 +0200}, biburl = {https://dblp.org/rec/conf/aaaifs/LittleJM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/SzlamMC08, author = {Arthur D. Szlam and Mauro Maggioni and Ronald R. Coifman}, title = {Regularization on Graphs with Function-adapted Diffusion Processes}, journal = {J. Mach. Learn. Res.}, volume = {9}, pages = {1711--1739}, year = {2008}, url = {https://dl.acm.org/doi/10.5555/1390681.1442788}, doi = {10.5555/1390681.1442788}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SzlamMC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mmas/CoifmanKLMN08, author = {Ronald R. Coifman and Ioannis G. Kevrekidis and St{\'{e}}phane Lafon and Mauro Maggioni and Boaz Nadler}, title = {Diffusion Maps, Reduction Coordinates, and Low Dimensional Representation of Stochastic Systems}, journal = {Multiscale Model. Simul.}, volume = {7}, number = {2}, pages = {842--864}, year = {2008}, url = {https://doi.org/10.1137/070696325}, doi = {10.1137/070696325}, timestamp = {Tue, 31 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mmas/CoifmanKLMN08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siammax/MahoneyMD08, author = {Michael W. Mahoney and Mauro Maggioni and Petros Drineas}, title = {Tensor-CUR Decompositions for Tensor-Based Data}, journal = {{SIAM} J. Matrix Anal. Appl.}, volume = {30}, number = {3}, pages = {957--987}, year = {2008}, url = {https://doi.org/10.1137/060665336}, doi = {10.1137/060665336}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siammax/MahoneyMD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MahadevanM07, author = {Sridhar Mahadevan and Mauro Maggioni}, title = {Proto-value Functions: {A} Laplacian Framework for Learning Representation and Control in Markov Decision Processes}, journal = {J. Mach. Learn. Res.}, volume = {8}, pages = {2169--2231}, year = {2007}, url = {https://dl.acm.org/doi/10.5555/1314498.1314570}, doi = {10.5555/1314498.1314570}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MahadevanM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MahadevanMFO06, author = {Sridhar Mahadevan and Mauro Maggioni and Kimberly Ferguson and Sarah Osentoski}, title = {Learning Representation and Control in Continuous Markov Decision Processes}, booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, July 16-20, 2006, Boston, Massachusetts, {USA}}, pages = {1194--1199}, publisher = {{AAAI} Press}, year = {2006}, url = {http://www.aaai.org/Library/AAAI/2006/aaai06-187.php}, timestamp = {Tue, 05 Sep 2023 09:10:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MahadevanMFO06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/PrichepCCIJJMW06, author = {Leslie S. Prichep and Elvir Causevic and Ronald R. Coifman and Robert Isenhart and Arnaud E. Jacquin and E. Roy John and Mauro Maggioni and Fred Warner}, title = {Qeeg-Based Classification With Wavelet Packet and Microstate Features for Triage Applications in the {ER}}, booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006}, pages = {1136--1139}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/ICASSP.2006.1660859}, doi = {10.1109/ICASSP.2006.1660859}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/PrichepCCIJJMW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MaggioniM06, author = {Mauro Maggioni and Sridhar Mahadevan}, editor = {William W. Cohen and Andrew W. Moore}, title = {Fast direct policy evaluation using multiscale analysis of Markov diffusion processes}, booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006}, series = {{ACM} International Conference Proceeding Series}, volume = {148}, pages = {601--608}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1143844.1143920}, doi = {10.1145/1143844.1143920}, timestamp = {Tue, 19 Nov 2019 09:25:06 +0100}, biburl = {https://dblp.org/rec/conf/icml/MaggioniM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/MahoneyMD06, author = {Michael W. Mahoney and Mauro Maggioni and Petros Drineas}, editor = {Tina Eliassi{-}Rad and Lyle H. Ungar and Mark Craven and Dimitrios Gunopulos}, title = {Tensor-CUR decompositions for tensor-based data}, booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006}, pages = {327--336}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1150402.1150440}, doi = {10.1145/1150402.1150440}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/MahoneyMD06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MahadevanM05, author = {Sridhar Mahadevan and Mauro Maggioni}, title = {Value Function Approximation with Diffusion Wavelets and Laplacian Eigenfunctions}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {843--850}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/2650d6089a6d640c5e85b2b88265dc2b-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MahadevanM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/FerrariMB04, author = {Stefano Ferrari and Mauro Maggioni and N. Alberto Borghese}, title = {Multiscale approximation with hierarchical radial basis functions networks}, journal = {{IEEE} Trans. Neural Networks}, volume = {15}, number = {1}, pages = {178--188}, year = {2004}, url = {https://doi.org/10.1109/TNN.2003.811355}, doi = {10.1109/TNN.2003.811355}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/FerrariMB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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