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Oral
Thu Jun 13 04:00 PM -- 04:20 PM (PDT) @ Seaside Ballroom
Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications
Christopher Harshaw · Moran Feldman · Justin Ward · Amin Karbasi
Oral
Thu Jun 13 04:20 PM -- 04:25 PM (PDT) @ Seaside Ballroom
Online Algorithms for Rent-Or-Buy with Expert Advice
Sreenivas Gollapudi · Debmalya Panigrahi
Oral
Thu Jun 13 04:25 PM -- 04:30 PM (PDT) @ Seaside Ballroom
Non-monotone Submodular Maximization with Nearly Optimal Adaptivity and Query Complexity
Matthew Fahrbach · Vahab Mirrokni · Morteza Zadimoghaddam
Oral
Thu Jun 13 04:30 PM -- 04:35 PM (PDT) @ Seaside Ballroom
Categorical Feature Compression via Submodular Optimization
Mohammad Hossein Bateni · Lin Chen · Hossein Esfandiari · Thomas Fu · Vahab Mirrokni · Afshin Rostamizadeh
Oral
Thu Jun 13 04:35 PM -- 04:40 PM (PDT) @ Seaside Ballroom
Multi-Frequency Phase Synchronization
Tingran Gao · Zhizhen Zhao
Oral
Thu Jun 13 04:40 PM -- 05:00 PM (PDT) @ Seaside Ballroom
Faster Algorithms for Binary Matrix Factorization
Ravi Kumar · Rina Panigrahy · Ali Rahimi · David Woodruff
Oral
Thu Jun 13 05:05 PM -- 05:10 PM (PDT) @ Seaside Ballroom
Guided evolutionary strategies: augmenting random search with surrogate gradients
Niru Maheswaranathan · Luke Metz · George Tucker · Dami Choi · Jascha Sohl-Dickstein
Oral
Thu Jun 13 05:10 PM -- 05:15 PM (PDT) @ Seaside Ballroom
Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces
Johannes Kirschner · Mojmir Mutny · Nicole Hiller · Rasmus Ischebeck · Andreas Krause
Oral
Thu Jun 13 05:15 PM -- 05:20 PM (PDT) @ Seaside Ballroom
Semi-Cyclic Stochastic Gradient Descent
Hubert Eichner · Tomer Koren · H. Brendan McMahan · Nati Srebro · Kunal Talwar