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27 Results
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Poster
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Wed 14:00 |
Spartan: Differentiable Sparsity via Regularized Transportation Kai Sheng Tai · Taipeng Tian · Ser Nam Lim |
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Workshop
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Betty: An Automatic Differentiation Library for Multilevel Optimization Sang Keun Choe · Willie Neiswanger · Pengtao Xie · Eric Xing |
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Poster
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Tue 9:00 |
Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization Liang Zhang · Kiran Thekumparampil · Sewoong Oh · Niao He |
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Poster
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Thu 9:00 |
Momentum Aggregation for Private Non-convex ERM Hoang Tran · Ashok Cutkosky |
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Workshop
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Differentially Private Adaptive Optimization with Delayed Preconditioners Tian Li · Manzil Zaheer · Ken Liu · Sashank Reddi · H. Brendan McMahan · Virginia Smith |
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Poster
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Tue 14:00 |
Differentially Private Online-to-batch for Smooth Losses Qinzi Zhang · Hoang Tran · Ashok Cutkosky |
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Workshop
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Differentially Private Adaptive Optimization with Delayed Preconditioners Tian Li · Manzil Zaheer · Ken Liu · Sashank Reddi · H. Brendan McMahan · Virginia Smith |
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Poster
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Thu 9:00 |
Differentiable Analog Quantum Computing for Optimization and Control Jiaqi Leng · Yuxiang Peng · Yi-Ling Qiao · Ming Lin · Xiaodi Wu |
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Poster
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Tue 9:00 |
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression Zhize Li · Haoyu Zhao · Boyue Li · Yuejie Chi |
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Poster
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Tue 9:00 |
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging Edwige Cyffers · Mathieu Even · Aurélien Bellet · Laurent Massoulié |
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Workshop
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TorchOpt: An Efficient library for Differentiable Optimization Jie Ren · Xidong Feng · Bo Liu · Xuehai Pan · Yao Fu · Luo Mai · Yaodong Yang |
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Poster
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Thu 9:00 |
DP-PCA: Statistically Optimal and Differentially Private PCA Xiyang Liu · Weihao Kong · Prateek Jain · Sewoong Oh |