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132 Results
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Poster
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Tue 8:00 |
Oracle Efficient Private Non-Convex Optimization Seth Neel · Aaron Roth · Giuseppe Vietri · Steven Wu |
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Poster
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Tue 7:00 |
Accelerated Stochastic Gradient-free and Projection-free Methods Feihu Huang · Lue Tao · Songcan Chen |
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Poster
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Thu 7:00 |
A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model Peng Wang · Zirui Zhou · Anthony Man-Cho So |
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Poster
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Wed 5:00 |
The Differentiable Cross-Entropy Method Brandon Amos · Denis Yarats |
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Poster
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Thu 6:00 |
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton Risheng Liu · Pan Mu · Xiaoming Yuan · Shangzhi Zeng · Jin Zhang |
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Poster
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Thu 6:00 |
Stochastic Flows and Geometric Optimization on the Orthogonal Group Krzysztof Choromanski · David Cheikhi · Jared Quincy Davis · Valerii Likhosherstov · Achille Nazaret · Achraf Bahamou · Xingyou Song · Mrugank Akarte · Jack Parker-Holder · Jacob Bergquist · Yuan Gao · Aldo Pacchiano · Tamas Sarlos · Adrian Weller · Vikas Sindhwani |
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Poster
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Thu 7:00 |
Stochastic Hamiltonian Gradient Methods for Smooth Games Nicolas Loizou · Hugo Berard · Alexia Jolicoeur-Martineau · Pascal Vincent · Simon Lacoste-Julien · Ioannis Mitliagkas |
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Poster
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Wed 5:00 |
Robust Bayesian Classification Using An Optimistic Score Ratio Viet Anh Nguyen · Nian Si · Jose Blanchet |
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Poster
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Wed 9:00 |
Optimization Theory for ReLU Neural Networks Trained with Normalization Layers Yonatan Dukler · Quanquan Gu · Guido Montufar |
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Poster
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Thu 6:00 |
Input-Sparsity Low Rank Approximation in Schatten Norm Yi Li · David Woodruff |
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Poster
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Tue 7:00 |
Stochastic Optimization for Non-convex Inf-Projection Problems Yan Yan · Yi Xu · Lijun Zhang · Wang Xiaoyu · Tianbao Yang |
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Poster
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Thu 9:00 |
Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking Haoran Sun · Songtao Lu · Mingyi Hong |