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Oral
Fri Jul 13 12:30 AM -- 12:50 AM (PDT) @ A9
Convergence guarantees for a class of non-convex and non-smooth optimization problems
Koulik Khamaru · Martin Wainwright
Oral
Fri Jul 13 12:50 AM -- 01:10 AM (PDT) @ 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 13 01:10 AM -- 01:20 AM (PDT) @ 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 13 01:20 AM -- 01:30 AM (PDT) @ A9
Estimation of Markov Chain via Rank-constrained Likelihood
XUDONG LI · Mengdi Wang · Anru Zhang