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Oral
Wed Jul 11 08:00 AM -- 08:20 AM (PDT) @ A9
The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning
Siyuan Ma · Raef Bassily · Mikhail Belkin
Oral
Wed Jul 11 08:20 AM -- 08:30 AM (PDT) @ A9
Fast Variance Reduction Method with Stochastic Batch Size
University of California Xuanqing Liu · Cho-Jui Hsieh
Oral
Wed Jul 11 08:30 AM -- 08:40 AM (PDT) @ A9
SGD and Hogwild! Convergence Without the Bounded Gradients Assumption
Lam Nguyen · PHUONG_HA NGUYEN · Marten van Dijk · Peter Richtarik · Katya Scheinberg · Martin Takac
Oral
Wed Jul 11 08:40 AM -- 08:50 AM (PDT) @ A9
Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data
Shuai Zheng · James Kwok
Oral
Wed Jul 11 08:50 AM -- 09:00 AM (PDT) @ A9
A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates
Kaiwen Zhou · Fanhua Shang · James Cheng