Operations Research
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2020
May 11
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How private is SGD+noise? -- A CLT approach via Gaussian Differential Privacy
主讲人 : Weijie Su, Jinshuo Dong(University of Pennsylvania)
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2019
Dec 30
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A Continuous-time Perspective of Quasi-Newton Methods
主讲人 : Honglin Yuan (Stanford University)
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2019
Dec 20
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Robust Stochastic Optimization with Proxboost
主讲人 : Junyu Zhang (University of Minnesota Twin Cities)
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2019
Dec 16
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Scaled Relative Graph: A Rigorous Geometric Tool for Operators and Convergence Analysis
主讲人 : Prof. Wotao Yin (UCLA)
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2019
Nov 06
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Deep Reinforcement Learning in Ride-sharing Marketplace
主讲人 : Dr. Zhiwei Qin (DiDi)
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2019
Nov 01
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State Aggregation Learning from Markov Transition Data
主讲人 : Yaqi Duan (Princeton University)
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2019
Jun 14
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主讲人 : Junzi Zhang (Stanford University)
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2019
Apr 11
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Inexact Computations in Non-convex Optimization
主讲人 : Prof. Serge Gratton (NPT/ENSEEIHT)
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2019
Apr 10
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Globally Solving the Trust Region Subproblem Using Simple First-Order Methods
主讲人 : Prof. Amir Beck (Tel-Aviv University)
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2019
Jan 04
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Robust Estimation and Generative Adversarial Nets
主讲人 : Yuan Yao (The Hong Kong University of Science and Technology)
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