Operations Research
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2022
Nov 28
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Accelerating Decentralized Deep Training with Sparse and Effective Topologies
Speaker(s): Prof. Kun Yuan(Peking University)
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2022
Nov 14
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On Representing LPs and MILPs by Graph Neural Networks
Speaker(s): Dr. Wotao Yin ( DAMO Academy, Alibaba)
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2022
Sep 19
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Reinforcement Learning Based on Risk Measures
Speaker(s): Yijie Peng (Peking University)
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2022
Apr 12
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A Dynamical System Approach for Linearly Constrained Convex Optimization
Speaker(s): Luo Hao(Peking University)
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2021
Dec 23
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A Global Optimization Approach for Multi-Marginal Optimal Transport Problems with Coulomb Cost
Speaker(s): Prof. Xin Liu (Chinese Academy of Sciences)
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2021
Dec 13
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Geometric Structures in Nonsmooth Optimization
Speaker(s): Tonghua Tian (Cornell University)
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2021
Aug 11
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Solving High-dimensional Shape-constrained Convex Regression Problems
Speaker(s): Defeng Sun(The Hong Kong Polytechnic University)
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2021
Jun 23
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On Perturbation Analysis for Optimization Problems
Speaker(s): Prof. Liwei Zhang (Dalian University of Technology)
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2021
May 24
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Stochastic Adaptive Optimization and Martingales
Speaker(s): Prof. Katya Scheinberg (Cornell University)
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2021
May 24
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Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks
Speaker(s): Prof. Qing Ling (Sun Yat-sen University)
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