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Poster
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Tue 18:30 |
On the Suboptimality of Negative Momentum for Minimax Optimization Guodong Zhang · Yuanhao Wang |
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Poster
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Wed 12:45 |
Efficient Designs Of SLOPE Penalty Sequences In Finite Dimension Yiliang Zhang · Zhiqi Bu |
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Poster
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Thu 7:30 |
Convergence Properties of Stochastic Hypergradients Riccardo Grazzi · Massimiliano Pontil · Saverio Salzo |
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Poster
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Wed 12:45 |
Significance of Gradient Information in Bayesian Optimization Shubhanshu Shekhar · Tara Javidi |
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Poster
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Thu 7:30 |
Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent Suriya Gunasekar · Blake Woodworth · Nathan Srebro |
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Poster
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Wed 12:45 |
Local Stochastic Gradient Descent Ascent: Convergence Analysis and Communication Efficiency yuyang deng · Mehrdad Mahdavi |
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Poster
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Tue 14:00 |
Differentiable Greedy Algorithm for Monotone Submodular Maximization: Guarantees, Gradient Estimators, and Applications Shinsaku Sakaue |
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Poster
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Thu 7:30 |
Explicit Regularization of Stochastic Gradient Methods through Duality Anant Raj · Francis Bach |