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@inproceedings{DBLP:conf/msml/ChenLC22,
author = {Ziyu Chen and
Yingzhou Li and
Xiuyuan Cheng},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {SpecNet2: Orthogonalization-free Spectral Embedding by Neural Networks},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {33--48},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/chen22a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/msml/ChenLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ChenSW22,
author = {Zhijun Chen and
Hayden Schaeffer and
Rachel A. Ward},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Concentration of Random Feature Matrices in High-Dimensions},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {287--302},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/chen22b.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/ChenSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/CondatR22,
author = {Laurent Condat and
Peter Richt{\'{a}}rik},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {{MURANA:} {A} Generic Framework for Stochastic Variance-Reduced Optimization},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {81--96},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/condat22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/CondatR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/HorvathHHSCR22,
author = {Samuel Horv{\'{a}}th and
Chen{-}Yu Ho and
Ludovit Horvath and
Atal Narayan Sahu and
Marco Canini and
Peter Richt{\'{a}}rik},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Natural Compression for Distributed Deep Learning},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {129--141},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/horvoth22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/HorvathHHSCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/JacotGGH22,
author = {Arthur Jacot and
Franck Gabriel and
Fran{\c{c}}ois Ged and
Cl{\'{e}}ment Hongler},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Freeze and Chaos: {NTK} views on {DNN} Normalization, Checkerboard
and Boundary Artifacts},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {257--270},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/jacot22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/JacotGGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/KochanZY22,
author = {Didem Kochan and
Zheng Zhang and
Xiu Yang},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {A Quantum-Inspired Hamiltonian Monte Carlo Method for Missing Data
Imputation},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {17--32},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/kochan22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/KochanZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LeeTS22,
author = {Kookjin Lee and
Nathaniel Trask and
Panos Stinis},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Structure-preserving Sparse Identification of Nonlinear Dynamics for
Data-driven Modeling},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {65--80},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/lee22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/LeeTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LuLA22,
author = {Fei Lu and
Quanjun Lang and
Qingci An},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Data adaptive {RKHS} Tikhonov regularization for learning kernels
in operators},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {158--172},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/lu22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/LuLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LuoMWXZ22,
author = {Tao Luo and
Zheng Ma and
Zhiwei Wang and
Zhiqin John Xu and
Yaoyu Zhang},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {An Upper Limit of Decaying Rate with Respect to Frequency in Linear
Frequency Principle Model},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {205--214},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/luo22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/LuoMWXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/MaunuYL22,
author = {Tyler Maunu and
Chenyu Yu and
Gilad Lerman},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Stochastic and Private Nonconvex Outlier-Robust PCAs},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {173--188},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/maunu22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/MaunuYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/MessengerDB22,
author = {Daniel A. Messenger and
Emiliano Dall'Anese and
David M. Bortz},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Online Weak-form Sparse Identification of Partial Differential Equations},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {241--256},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/a-messenger22a.html},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/MessengerDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/MullerZ22,
author = {Johannes M{\"{u}}ller and
Marius Zeinhofer},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Error Estimates for the Deep Ritz Method with Boundary Penalty},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {215--230},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/muller22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/MullerZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/MullerZ22a,
author = {Johannes M{\"{u}}ller and
Marius Zeinhofer},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Notes on Exact Boundary Values in Residual Minimisation},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {231--240},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/muller22b.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/MullerZ22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/NguyenBKOW22,
author = {Tan Minh Nguyen and
Richard G. Baraniuk and
Robert M. Kirby and
Stanley J. Osher and
Bao Wang},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Momentum Transformer: Closing the Performance Gap Between Self-attention
and Its Linearization},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {189--204},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/nguyen22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/NguyenBKOW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/PatelMLG22,
author = {Ravi G. Patel and
Indu Manickam and
Myoungkyu Lee and
Mamikon A. Gulian},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Error-in-variables modelling for operator learning},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {142--157},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/patel22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/PatelMLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/TengZWJ22,
author = {Yuankai Teng and
Xiaoping Zhang and
Zhu Wang and
Lili Ju},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Learning Green's Functions of Linear Reaction-Diffusion Equations
with Application to Fast Numerical Solver},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {1--16},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/teng22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/TengZWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/TraskHMC22,
author = {Nathaniel Trask and
Amelia Henriksen and
Carianne Martinez and
Eric C. Cyr},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Hierarchical partition of unity networks: fast multilevel training},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {271--286},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/trask22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/TraskHMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/TroianiEKMZ22,
author = {Emanuele Troiani and
Vittorio Erba and
Florent Krzakala and
Antoine Maillard and
Lenka Zdeborov{\'{a}}},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Optimal denoising of rotationally invariant rectangular matrices},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {97--112},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/troiani22a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/TroianiEKMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/XieSSW22,
author = {Yuege Xie and
Robert Shi and
Hayden Schaeffer and
Rachel A. Ward},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {{SHRIMP:} Sparser Random Feature Models via Iterative Magnitude Pruning},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {303--318},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/xie22a.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/XieSSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/YaoLBLY22,
author = {Jiahao Yao and
Haoya Li and
Marin Bukov and
Lin Lin and
Lexing Ying},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum
Circuits},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {49--64},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/yao22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/YaoLBLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ZangLZHEH22,
author = {Yaohua Zang and
Jihao Long and
Xuanxi Zhang and
Wei Hu and
Weinan E and
Jiequn Han},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {A Machine Learning Enhanced Algorithm for the Optimal Landing Problem},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {319--334},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/zang22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/ZangLZHEH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/Zhang22,
author = {Sixin Zhang},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {On the Nash equilibrium of moment-matching GANs for stationary Gaussian
processes},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {113--128},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/zhang22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/Zhang22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ZhaoL22,
author = {Zichen Zhao and
Qianxiao Li},
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Adaptive sampling methods for learning dynamical systems},
booktitle = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
pages = {335--350},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/zhao22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/ZhaoL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/msml/2022,
editor = {Bin Dong and
Qianxiao Li and
Lei Wang and
Zhi{-}Qin John Xu},
title = {Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking
University, Beijing, China},
series = {Proceedings of Machine Learning Research},
volume = {190},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v190/},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/0012WE21,
author = {Chao Ma and
Lei Wu and
Weinan E},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {A Qualitative Study of the Dynamic Behavior for Adaptive Gradient
Algorithms},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {671--692},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/ma22a.html},
timestamp = {Fri, 20 May 2022 12:50:15 +0200},
biburl = {https://dblp.org/rec/conf/msml/0012WE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/AdcockBDM21,
author = {Ben Adcock and
Simone Brugiapaglia and
Nick C. Dexter and
Sebastian Moraga},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Deep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued
Functions From Limited Data},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {1--36},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/adcock22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/AdcockBDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/AgazziL21,
author = {Andrea Agazzi and
Jianfeng Lu},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Temporal-difference learning with nonlinear function approximation:
lazy training and mean field regimes},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {37--74},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/agazzi22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/AgazziL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/AghazadehGDKR21,
author = {Amirali Aghazadeh and
Vipul Gupta and
Alex DeWeese and
Onur Ozan Koyluoglu and
Kannan Ramchandran},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {{BEAR:} Sketching {BFGS} Algorithm for Ultra-High Dimensional Feature
Selection in Sublinear Memory},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {75--92},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/aghazadeh22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/AghazadehGDKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/AlsupVP21,
author = {Terrence Alsup and
Luca Venturi and
Benjamin Peherstorfer},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Multilevel Stein variational gradient descent with applications to
Bayesian inverse problems},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {93--117},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/alsup22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/AlsupVP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/BalestrieroGB21,
author = {Randall Balestriero and
Herv{\'{e}} Glotin and
Richard G. Baraniuk},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Interpretable and Learnable Super-Resolution Time-Frequency Representation},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {118--152},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/balestriero22a.html},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/BalestrieroGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/BandeiraKW21,
author = {Afonso S. Bandeira and
Dmitriy Kunisky and
Alexander S. Wein},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Average-Case Integrality Gap for Non-Negative Principal Component
Analysis},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {153--171},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/bandeira22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/BandeiraKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/BollingerS21,
author = {Kayla Bollinger and
Hayden Schaeffer},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Reduced Order Modeling using Shallow ReLU Networks with Grassmann
Layers},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {847--867},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/bollinger22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/BollingerS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/BoyarskiVB21,
author = {Amit Boyarski and
Sanketh Vedula and
Alexander M. Bronstein},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Spectral Geometric Matrix Completion},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {172--196},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/boyarski22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/BoyarskiVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/CosentinoBBA21,
author = {Romain Cosentino and
Randall Balestriero and
Richard G. Baraniuk and
Behnaam Aazhang},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Deep Autoencoders: From Understanding to Generalization Guarantees},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {197--222},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/cosentino22a.html},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/CosentinoBBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/DouglasLQ21,
author = {Michael Douglas and
Subramanian Lakshminarasimhan and
Yidi Qi},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Numerical Calabi-Yau metrics from holomorphic networks},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {223--252},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/douglas22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/DouglasLQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/EW21,
author = {Weinan E and
Stephan Wojtowytsch},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Some observations on high-dimensional partial differential equations
with Barron data},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {253--269},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/e22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/EW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/EW21a,
author = {Weinan E and
Stephan Wojtowytsch},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {On the emergence of simplex symmetry in the final and penultimate
layers of neural network classifiers},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {270--290},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/e22b.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/EW21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/FeinauerL21,
author = {Christoph Feinauer and
Carlo Lucibello},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Reconstruction of Pairwise Interactions using Energy-Based Models},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {291--313},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/feinauer22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/FeinauerL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/Ganassali21,
author = {Luca Ganassali},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Sharp threshold for alignment of graph databases with Gaussian weights},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {314--335},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/ganassali22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/Ganassali21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/GaoHJLLY21,
author = {Yuan Gao and
Jian Huang and
Yuling Jiao and
Jin Liu and
Xiliang Lu and
Jerry Zhijian Yang},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Deep Generative Learning via Euler Particle Transport},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {336--368},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/gao22a.html},
timestamp = {Thu, 11 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/GaoHJLLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/GispenL21,
author = {Willem Gispen and
Austen Lamacraft},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Ground States of Quantum Many Body Lattice Models via Reinforcement
Learning},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {369--385},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/gispen22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/GispenL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/GohSWB21,
author = {Hwan Goh and
Sheroze Sheriffdeen and
Jonathan Wittmer and
Tan Bui{-}Thanh},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Solving Bayesian Inverse Problems via Variational Autoencoders},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {386--425},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/goh22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/GohSWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/GoldtLRKMZ21,
author = {Sebastian Goldt and
Bruno Loureiro and
Galen Reeves and
Florent Krzakala and
Marc M{\'{e}}zard and
Lenka Zdeborov{\'{a}}},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {The Gaussian equivalence of generative models for learning with shallow
neural networks},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {426--471},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/goldt22a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/GoldtLRKMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/HuangYZ0Y21,
author = {Yifei Huang and
Yaodong Yu and
Hongyang Zhang and
Yi Ma and
Yuan Yao},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Adversarial Robustness of Stabilized Neural {ODE} Might be from Obfuscated
Gradients},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {497--515},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/huang22a.html},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/HuangYZ0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LawrenceBLEG21,
author = {Hannah Lawrence and
David Barmherzig and
Henry Li and
Michael Eickenberg and
Marylou Gabri{\'{e}}},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Phase Retrieval with Holography and Untrained Priors: Tackling the
Challenges of Low-Photon Nanoscale Imaging},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {516--567},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/lawrence22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/LawrenceBLEG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LiKRY21,
author = {Haoya Li and
Yuehaw Khoo and
Yinuo Ren and
Lexing Ying},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {A semigroup method for high dimensional committor functions based
on neural network},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {598--618},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/li22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/LiKRY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LinDEHMO21,
author = {Alex Tong Lin and
Mark J. Debord and
Katia Estabridis and
Gary A. Hewer and
Guido Mont{\'{u}}far and
Stanley J. Osher},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Decentralized Multi-Agents by Imitation of a Centralized Controller},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {619--651},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/lin22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/LinDEHMO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LinLR21,
author = {Bo Lin and
Qianxiao Li and
Weiqing Ren},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {A Data Driven Method for Computing Quasipotentials},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {652--670},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/lin22b.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/LinLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/MaillardKLZ21,
author = {Antoine Maillard and
Florent Krzakala and
Yue M. Lu and
Lenka Zdeborov{\'{a}}},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Construction of optimal spectral methods in phase retrieval},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {693--720},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/maillard22a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/MaillardKLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/PhillipsA21,
author = {Jeff M. Phillips and
Hasan Pourmahmood Aghababa},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Orientation-Preserving Vectorized Distance Between Curves},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {472--496},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/phillips22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/PhillipsA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/RabbaniJRH21,
author = {Tahseen Rabbani and
Apollo Jain and
Arjun Rajkumar and
Furong Huang},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Practical and Fast Momentum-Based Power Methods},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {721--756},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/rabbani22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/RabbaniJRH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/RotskoffMV21,
author = {Grant M. Rotskoff and
Andrew R. Mitchell and
Eric Vanden{-}Eijnden},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Active Importance Sampling for Variational Objectives Dominated by
Rare Events: Consequences for Optimization and Generalization},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {757--780},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/rotskoff22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/RotskoffMV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/RudiBL21,
author = {Johann Rudi and
Julie Bessac and
Amanda Lenzi},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Parameter Estimation with Dense and Convolutional Neural Networks
Applied to the FitzHugh-Nagumo {ODE}},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {781--808},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/rudi22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/RudiBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/SagliettiZ21,
author = {Luca Saglietti and
Lenka Zdeborov{\'{a}}},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Solvable Model for Inheriting the Regularization through Knowledge
Distillation},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {809--846},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/saglietti22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/SagliettiZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/SeleznovaK21,
author = {Mariia Seleznova and
Gitta Kutyniok},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel
Theory?},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {868--895},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/seleznova22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/SeleznovaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ThorpeW21,
author = {Matthew Thorpe and
Bao Wang},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Robust Certification for Laplace Learning on Geometric Graphs},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {896--920},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/thorpe22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/ThorpeW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/TirerBG21,
author = {Tom Tirer and
Joan Bruna and
Raja Giryes},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Kernel-Based Smoothness Analysis of Residual Networks},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {921--954},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/tirer22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/TirerBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/XuR21,
author = {Ziyu Xu and
Aaditya Ramdas},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Dynamic Algorithms for Online Multiple Testing},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {955--986},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/xu22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/XuR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/XuanBHHC21,
author = {Yao Xuan and
Robert Balkin and
Jiequn Han and
Ruimeng Hu and
H{\'{e}}ctor D. Ceniceros},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Optimal Policies for a Pandemic: {A} Stochastic Game Approach and
a Deep Learning Algorithm},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {987--1012},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/xuan22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/XuanBHHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/YangE21,
author = {Hongkang Yang and
Weinan E},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Generalization and Memorization: The Bias Potential Model},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {1013--1043},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/yang22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/YangE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/YaoKGLB21,
author = {Jiahao Yao and
Paul K{\"{o}}ttering and
Hans Gundlach and
Lin Lin and
Marin Bukov},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Noise-Robust End-to-End Quantum Control using Deep Autoregressive
Policy Networks},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {1044--1081},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/yao22a.html},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/YaoKGLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ZhaiDL21,
author = {Jiayu Zhai and
Matthew Dobson and
Yao Li},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {A deep learning method for solving Fokker-Planck equations},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {568--597},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/zhai22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/ZhaiDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ZhangCJ21,
author = {Xiaoping Zhang and
Tao Cheng and
Lili Ju},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Implicit Form Neural Network for Learning Scalar Hyperbolic Conservation
Laws},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {1082--1098},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/zhang22a.html},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/ZhangCJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/Zhu21,
author = {Jingyi Zhu},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Hessian-Aided Random Perturbation {(HARP)} Using Noisy Zeroth-Order
Queries},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {1137--1160},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/zhu22b.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/Zhu21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/Zhu21a,
author = {Jingyi Zhu},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Hessian Estimation via Stein's Identity in Black-Box Problems},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {1161--1178},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/zhu22c.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/Zhu21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ZhuIY21,
author = {Yuhua Zhu and
Zachary Izzo and
Lexing Ying},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Borrowing From the Future: Addressing Double Sampling in Model-free
Control},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {1099--1136},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/zhu22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/ZhuIY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/msml/2021,
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v145/},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/AadithyaKPBLMMK20,
author = {Karthik V. Aadithya and
Paul Kuberry and
Biliana S. Paskaleva and
Pavel B. Bochev and
K. Leeson and
A. Mar and
Ting Mei and
Eric R. Keiter},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Data-driven Compact Models for Circuit Design and Analysis},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {555--569},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/aadithya20a.html},
timestamp = {Thu, 04 Jan 2024 08:18:06 +0100},
biburl = {https://dblp.org/rec/conf/msml/AadithyaKPBLMMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/AbbaraAKZ20,
author = {Alia Abbara and
Benjamin Aubin and
Florent Krzakala and
Lenka Zdeborov{\'{a}}},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Rademacher complexity and spin glasses: {A} link between the replica
and statistical theories of learning},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {27--54},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/abbaras20a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/AbbaraAKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/AubinLBKZ20,
author = {Benjamin Aubin and
Bruno Loureiro and
Antoine Baker and
Florent Krzakala and
Lenka Zdeborov{\'{a}}},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Exact asymptotics for phase retrieval and compressed sensing with
random generative priors},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {55--73},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/aubin20a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/AubinLBKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/BarrGL20,
author = {Ariel Barr and
Willem Gispen and
Austen Lamacraft},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Quantum Ground States from Reinforcement Learning},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {635--653},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/barr20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/BarrGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/CanKS20,
author = {Tankut Can and
Kamesh Krishnamurthy and
David J. Schwab},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Gating creates slow modes and controls phase-space complexity in GRUs
and LSTMs},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {476--511},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/can20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/CanKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/CuiSZ20,
author = {Hugo Cui and
Luca Saglietti and
Lenka Zdeborov{\'{a}}},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Large deviations for the perceptron model and consequences for active
learning},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {390--430},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/cui20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/CuiSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/CyrGPPT20,
author = {Eric C. Cyr and
Mamikon A. Gulian and
Ravi G. Patel and
Mauro Perego and
Nathaniel A. Trask},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Robust Training and Initialization of Deep Neural Networks: An Adaptive
Basis Viewpoint},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {512--536},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/cyr20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/CyrGPPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/HanH20,
author = {Jiequn Han and
Ruimeng Hu},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Deep Fictitious Play for Finding Markovian Nash Equilibrium in Multi-Agent
Games},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {221--245},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/han20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/HanH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/KobzarKW20,
author = {Vladimir A. Kobzar and
Robert V. Kohn and
Zhilei Wang},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {New Potential-Based Bounds for the Geometric-Stopping Version of Prediction
with Expert Advice},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {537--554},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/kobzar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/KobzarKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LiXX20,
author = {Wuyang Li and
Xueshuang Xiang and
Yingxiang Xu},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Deep Domain Decomposition Method: Elliptic Problems},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {269--286},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/li20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/LiXX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/LiuGY20,
author = {Yunru Liu and
Tingran Gao and
Haizhao Yang},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {SelectNet: Learning to Sample from the Wild for Imbalanced Data Training},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {193--206},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/liu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/LiuGY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/MaWE20,
author = {Chao Ma and
Lei Wu and
Weinan E},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {The Slow Deterioration of the Generalization Error of the Random Feature
Model},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {373--389},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/ma20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/MaWE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/MaillardAB20,
author = {Antoine Maillard and
G{\'{e}}rard Ben Arous and
Giulio Biroli},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Landscape Complexity for the Empirical Risk of Generalized Linear
Models},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {287--327},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/maillard20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/MaillardAB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/Malgouyres20,
author = {Fran{\c{c}}ois Malgouyres},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {On the stable recovery of deep structured linear networks under sparsity
constraints},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {107--127},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/malgouyres20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/Malgouyres20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/MardtPNW20,
author = {Andreas Mardt and
Luca Pasquali and
Frank No{\'{e}} and
Hao Wu},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Deep learning Markov and Koopman models with physical constraints},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {451--475},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/mardt20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/MardtPNW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/PerlmutterGWH20,
author = {Michael Perlmutter and
Feng Gao and
Guy Wolf and
Matthew J. Hirn},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {570--604},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/perlmutter20a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/PerlmutterGWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/PetrosyanDW20,
author = {Armenak Petrosyan and
Anton Dereventsov and
Clayton G. Webster},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Neural network integral representations with the ReLU activation function},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {128--143},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/petrosyan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/PetrosyanDW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/SunZS20,
author = {Yifan Sun and
Linan Zhang and
Hayden Schaeffer},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {NeuPDE: Neural Network Based Ordinary and Partial Differential Equations
for Modeling Time-Dependent Data},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {352--372},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/sun20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/SunZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/UrangaL20,
author = {Be{\~{n}}at Mencia Uranga and
Austen Lamacraft},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Schr{\"{o}}dingerRNN: Generative modeling of raw audio as a continuously
observed quantum state},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {74--106},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/mencia-uranga20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/UrangaL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/WangGBWBO20,
author = {Bao Wang and
Quanquan Gu and
March Boedihardjo and
Lingxiao Wang and
Farzin Barekat and
Stanley J. Osher},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {{DP-LSSGD:} {A} Stochastic Optimization Method to Lift the Utility
in Privacy-Preserving {ERM}},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {328--351},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/wang20a.html},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/WangGBWBO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/XuD20,
author = {Kailai Xu and
Eric Darve},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Calibrating Multivariate L{\'{e}}vy Processes with Neural Networks},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {207--220},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/xu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/XuD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/XuLC20,
author = {Zhongshu Xu and
Yingzhou Li and
Xiuyuan Cheng},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Butterfly-Net2: Simplified Butterfly-Net and Fourier Transform Initialization},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {431--450},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/xu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/XuLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/Yaida20,
author = {Sho Yaida},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Non-Gaussian processes and neural networks at finite widths},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {165--192},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/yaida20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/Yaida20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/YaoBL20,
author = {Jiahao Yao and
Marin Bukov and
Lin Lin},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Policy Gradient based Quantum Approximate Optimization Algorithm},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {605--634},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/yao20a.html},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/YaoBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/YousefzadehO20,
author = {Roozbeh Yousefzadeh and
Dianne P. O'Leary},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Deep learning interpretation: Flip points and homotopy methods},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {1--26},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/yousefzadeh20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/YousefzadehO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ZhangXLM20,
author = {Yaoyu Zhang and
Zhi{-}Qin John Xu and
Tao Luo and
Zheng Ma},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {A type of generalization error induced by initialization in deep neural
networks},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {144--164},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/zhang20a.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msml/ZhangXLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/ZhuY20,
author = {Yuhua Zhu and
Lexing Ying},
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Borrowing From the Future: An Attempt to Address Double Sampling},
booktitle = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
pages = {246--268},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/zhu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/ZhuY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/msml/2020,
editor = {Jianfeng Lu and
Rachel A. Ward},
title = {Proceedings of Mathematical and Scientific Machine Learning, {MSML}
2020, 20-24 July 2020, Virtual Conference / Princeton, NJ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {107},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v107/},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msml/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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