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Oral
Fri Jul 13th 09:30 -- 09:50 AM @ A9
Convergence guarantees for a class of non-convex and non-smooth optimization problems
Koulik Khamaru · Martin Wainwright
Oral
Fri Jul 13th 09:50 -- 10:10 AM @ A9
A Progressive Batching L-BFGS Method for Machine Learning
Vijaya Raghavendra Bollapragada · Jorge Nocedal · Dheevatsa Mudigere · Hao-Jun M Shi · Peter Tang
Oral
Fri Jul 13th 10:10 -- 10:20 AM @ A9
Gradient Primal-Dual Algorithm Converges to Second-Order Stationary Solution for Nonconvex Distributed Optimization Over Networks
Mingyi Hong · Meisam Razaviyayn · Jason Lee
Oral
Fri Jul 13th 10:20 -- 10:30 AM @ A9
Estimation of Markov Chain via Rank-constrained Likelihood
XUDONG LI · Mengdi Wang · Anru Zhang