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Oral
Thu Jul 12th 04:00 -- 04:20 PM @ A5
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity
Lin Chen · Christopher Harshaw · Hamed Hassani · Amin Karbasi
Oral
Thu Jul 12th 04:20 -- 04:40 PM @ A5
Practical Contextual Bandits with Regression Oracles
Dylan Foster · Alekh Agarwal · Miroslav Dudik · Haipeng Luo · Robert Schapire
Oral
Thu Jul 12th 04:40 -- 04:50 PM @ A5
Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate
Mingrui Liu · Xiaoxuan Zhang · Zaiyi Chen · Xiaoyu Wang · Tianbao Yang
Oral
Thu Jul 12th 04:50 -- 05:00 PM @ A5
Stochastic Proximal Algorithms for AUC Maximization
Michael Natole Jr · Yiming Ying · Siwei Lyu