Bin Shi
Bin Shi
Academy of Mathematics and Systems Science, Chinese Academy of Science
Geverifieerd e-mailadres voor lsec.cc.ac.cn - Homepage
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Understanding the acceleration phenomenon via high-resolution differential equations
B Shi, SS Du, MI Jordan, WJ Su
Mathematical Programming, 1-70, 2021
842021
Acceleration via symplectic discretization of high-resolution differential equations
B Shi, SS Du, WJ Su, MI Jordan
arXiv preprint arXiv:1902.03694, 2019
552019
Mathematical Theories of Machine Learning-Theory and Applications
B Shi, SS Iyengar
Springer, 2020
132020
On learning rates and schr\" odinger operators
B Shi, WJ Su, MI Jordan
arXiv preprint arXiv:2004.06977, 2020
112020
A conservation law method based on optimization
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 63-85, 2020
12020
On the Hyperparameters in Stochastic Gradient Descent with Momentum
B Shi
arXiv preprint arXiv:2108.03947, 2021
2021
Conjugate and cut points in ideal fluid motion
TD Drivas, G Misiołek, B Shi, T Yoneda
arXiv preprint arXiv:2105.11869, 2021
2021
Online Discovery for Stable and Grouping Causalities in Multivariate Time Series
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 103-119, 2020
2020
Improved Sample Complexity in Sparse Subspace Clustering with Noisy and Missing Observations
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 89-101, 2020
2020
Gradient Descent Converges to Minimizers: Optimal and Adaptive Step-Size Rules
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 47-62, 2020
2020
Necessary Notations of the Proposed Method
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 35-37, 2020
2020
Development of Novel Techniques of CoCoSSC Method
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 29-33, 2020
2020
Optimization Formulation
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 17-28, 2020
2020
General Framework of Mathematics
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 13-16, 2020
2020
Related Work on Geometry of Non-Convex Programs
B Shi, SS Iyengar
Mathematical Theories of Machine Learning-Theory and Applications, 39-44, 2020
2020
A Mathematical Framework on Machine Learning: Theory and Application
B Shi
2018
A Conservation Law Method in Optimization
B Shi
arXiv preprint arXiv:1708.08035, 2017
2017
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Artikelen 1–17