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Oral
Tue Jun 11 02:00 PM -- 02:20 PM (PDT) @ Room 103
Projection onto Minkowski Sums with Application to Constrained Learning
In Convex Optimization
Joong-Ho (Johann) Won · Jason Xu · Kenneth Lange
[ Slides]  [ Video] 
Oral
Tue Jun 11 02:20 PM -- 02:25 PM (PDT) @ Room 103
Blended Conditonal Gradients
In Convex Optimization
Gábor Braun · Sebastian Pokutta · Dan Tu · Stephen Wright
[ Slides]  [ Video] 
Oral
Tue Jun 11 02:25 PM -- 02:30 PM (PDT) @ Room 103
Acceleration of SVRG and Katyusha X by Inexact Preconditioning
In Convex Optimization
Yanli Liu · Fei Feng · Wotao Yin
[ Slides]  [ Video] 
Oral
Tue Jun 11 02:30 PM -- 02:35 PM (PDT) @ Room 103
Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD
In Convex Optimization
Marten van Dijk · Lam Nguyen · PHUONG_HA NGUYEN · Dzung Phan
[ Slides]  [ Video] 
Oral
Tue Jun 11 02:35 PM -- 02:40 PM (PDT) @ Room 103
A Conditional-Gradient-Based Augmented Lagrangian Framework
In Convex Optimization
Alp Yurtsever · Olivier Fercoq · Volkan Cevher
[ Slides]  [ Video] 
Oral
Tue Jun 11 02:40 PM -- 03:00 PM (PDT) @ Room 103
SGD: General Analysis and Improved Rates
In Convex Optimization
Robert Gower · Nicolas Loizou · Xun Qian · Alibek Sailanbayev · Egor Shulgin · Peter Richtarik
[ Video] 
Oral
Tue Jun 11 03:00 PM -- 03:05 PM (PDT) @ Room 103
Curvature-Exploiting Acceleration of Elastic Net Computations
In Convex Optimization
Vien Mai · Mikael Johansson
[ Slides]  [ Video] 
Oral
Tue Jun 11 03:05 PM -- 03:10 PM (PDT) @ Room 103
Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
In Convex Optimization
Anastasiia Koloskova · Sebastian Stich · Martin Jaggi
[ Slides]  [ Video] 
Oral
Tue Jun 11 03:10 PM -- 03:15 PM (PDT) @ Room 103
Safe Grid Search with Optimal Complexity
In Convex Optimization
Eugene Ndiaye · Tam Le · Olivier Fercoq · Joseph Salmon · Ichiro Takeuchi
[ Slides]  [ Video] 
Oral
Tue Jun 11 03:15 PM -- 03:20 PM (PDT) @ Room 103
SAGA with Arbitrary Sampling
In Convex Optimization
Xun Qian · Zheng Qu · Peter Richtarik
[ Slides]  [ Video]