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Oral
Tue Jun 02:00 PM -- 02:20 PM PDT @ Room 103
Projection onto Minkowski Sums with Application to Constrained Learning
Joong-Ho Won · Jason Xu · Kenneth Lange
Oral
Tue Jun 02:20 PM -- 02:25 PM PDT @ Room 103
Blended Conditonal Gradients
Gábor Braun · Sebastian Pokutta · Dan Tu · Stephen Wright
Oral
Tue Jun 02:25 PM -- 02:30 PM PDT @ Room 103
Acceleration of SVRG and Katyusha X by Inexact Preconditioning
Yanli Liu · Fei Feng · Wotao Yin
Oral
Tue Jun 02:30 PM -- 02:35 PM PDT @ Room 103
Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD
Marten van Dijk · Lam Nguyen · PHUONG_HA NGUYEN · Dzung Phan
Oral
Tue Jun 02:35 PM -- 02:40 PM PDT @ Room 103
A Conditional-Gradient-Based Augmented Lagrangian Framework
Alp Yurtsever · Olivier Fercoq · Volkan Cevher
Oral
Tue Jun 02:40 PM -- 03:00 PM PDT @ Room 103
SGD: General Analysis and Improved Rates
Robert M. Gower · Nicolas Loizou · Xun Qian · Alibek Sailanbayev · Egor Shulgin · Peter Richtarik
Oral
Tue Jun 03:00 PM -- 03:05 PM PDT @ Room 103
Curvature-Exploiting Acceleration of Elastic Net Computations
Vien Mai · Mikael Johansson
Oral
Tue Jun 03:05 PM -- 03:10 PM PDT @ Room 103
Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
Anastasiia Koloskova · Sebastian Stich · Martin Jaggi
Oral
Tue Jun 03:10 PM -- 03:15 PM PDT @ Room 103
Safe Grid Search with Optimal Complexity
Eugene Ndiaye · Tam Le · Olivier Fercoq · Joseph Salmon · Ichiro Takeuchi
Oral
Tue Jun 03:15 PM -- 03:20 PM PDT @ Room 103
SAGA with Arbitrary Sampling
Xun Qian · Zheng Qu · Peter Richtarik