Operations Research
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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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2021
Mar 12
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Huawei's Second-Order Optimizer in Mindspore: THOR
Speaker(s): Mengyun Chen (Huawei)
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2020
May 11
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How private is SGD+noise? -- A CLT approach via Gaussian Differential Privacy
Speaker(s): 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
Speaker(s): Honglin Yuan (Stanford University)
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2019
Dec 20
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Robust Stochastic Optimization with Proxboost
Speaker(s): 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
Speaker(s): Prof. Wotao Yin (UCLA)
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2019
Nov 06
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Deep Reinforcement Learning in Ride-sharing Marketplace
Speaker(s): Dr. Zhiwei Qin (DiDi)
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