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Poster
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Wed 11:00 |
Proving the Lottery Ticket Hypothesis: Pruning is All You Need Eran Malach · Gilad Yehudai · Shai Shalev-Schwartz · Ohad Shamir |
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Poster
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Thu 6:00 |
Refined bounds for algorithm configuration: The knife-edge of dual class approximability Nina Balcan · Tuomas Sandholm · Ellen Vitercik |
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Poster
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Wed 5:00 |
Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions Jingzhao Zhang · Hongzhou Lin · Stefanie Jegelka · Suvrit Sra · Ali Jadbabaie |
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Poster
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Tue 8:00 |
Is Local SGD Better than Minibatch SGD? Blake Woodworth · Kumar Kshitij Patel · Sebastian Stich · Zhen Dai · Brian Bullins · Brendan McMahan · Ohad Shamir · Nati Srebro |
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Poster
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Tue 7:00 |
Towards Understanding the Dynamics of the First-Order Adversaries Zhun Deng · Hangfeng He · Jiaoyang Huang · Weijie Su |
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Poster
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Thu 13:00 |
On Efficient Low Distortion Ultrametric Embedding Vincent Cohen-Addad · Karthik C. S. · Guillaume Lagarde |
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Poster
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Wed 15:00 |
LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction Vlad Niculae · Andre Filipe Torres Martins |
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Poster
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Wed 10:00 |
Quantized Decentralized Stochastic Learning over Directed Graphs Hossein Taheri · Aryan Mokhtari · Hamed Hassani · Ramtin Pedarsani |
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Poster
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Tue 10:00 |
Deep Isometric Learning for Visual Recognition Haozhi Qi · Chong You · Xiaolong Wang · Yi Ma · Jitendra Malik |
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Poster
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Tue 7:00 |
Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization Richard Zhang · Daniel Golovin |
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Poster
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Wed 5:00 |
Optimal approximation for unconstrained non-submodular minimization Marwa El Halabi · Stefanie Jegelka |
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Poster
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Wed 9:00 |
A Mean Field Analysis Of Deep ResNet And Beyond: Towards Provably Optimization Via Overparameterization From Depth Yiping Lu · Chao Ma · Yulong Lu · Jianfeng Lu · Lexing Ying |