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Poster
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Thu 14:00 |
Approaching Quartic Convergence Rates for Quasi-Stochastic Approximation with Application to Gradient-Free Optimization Caio Kalil Lauand · Sean Meyn |
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Poster
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Tue 9:00 |
On the Complexity of Adversarial Decision Making Dylan J Foster · Alexander Rakhlin · Ayush Sekhari · Karthik Sridharan |
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Poster
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Wed 14:00 |
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget Jasmin Brandt · Viktor Bengs · Björn Haddenhorst · Eyke Hüllermeier |
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Poster
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Wed 14:00 |
Score-Based Generative Models Detect Manifolds Jakiw Pidstrigach |
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Poster
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Tue 9:00 |
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence) Jiayuan Ye · Reza Shokri |
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Poster
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Thu 9:00 |
Minimax Regret for Cascading Bandits Daniel Vial · Sujay Sanghavi · Sanjay Shakkottai · R. Srikant |
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Poster
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Tue 9:00 |
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions Saeed Masiha · Saber Salehkaleybar · Niao He · Negar Kiyavash · Patrick Thiran |
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Poster
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Wed 9:00 |
Beyond spectral gap: the role of the topology in decentralized learning Thijs Vogels · Hadrien Hendrikx · Martin Jaggi |
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Poster
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Wed 14:00 |
Robustness to Unbounded Smoothness of Generalized SignSGD Michael Crawshaw · Mingrui Liu · Francesco Orabona · Wei Zhang · Zhenxun Zhuang |
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Poster
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Wed 9:00 |
Fair Ranking with Noisy Protected Attributes Anay Mehrotra · Nisheeth Vishnoi |
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Poster
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Wed 9:00 |
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime Difan Zou · Jingfeng Wu · Vladimir Braverman · Quanquan Gu · Sham Kakade |
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Poster
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Wed 9:00 |
Learning on the Edge: Online Learning with Stochastic Feedback Graphs Emmanuel Esposito · Federico Fusco · Dirk van der Hoeven · Nicolò Cesa-Bianchi |