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export results for "toc:db/conf/msml/msml2022.bht:"
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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}
}
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