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Oral
Wed Jul 16 10:00 AM -- 10:15 AM (PDT) @ West Ballroom C None
Nonlinearly Preconditioned Gradient Methods under Generalized Smoothness
Konstantinos Oikonomidis · Jan Quan · Emanuel Laude · Panagiotis Patrinos
[ OpenReview
Oral
Wed Jul 16 10:15 AM -- 10:30 AM (PDT) @ West Ballroom C None
An Online Adaptive Sampling Algorithm for Stochastic Difference-of-convex Optimization with Time-varying Distributions
Yuhan Ye · Ying Cui · Jingyi Wang
[ OpenReview
Oral
Wed Jul 16 10:30 AM -- 10:45 AM (PDT) @ West Ballroom C None
Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton
Chengmei Niu · Zhenyu Liao · Zenan Ling · Michael Mahoney
[ Slides [ OpenReview
Oral
Wed Jul 16 10:45 AM -- 11:00 AM (PDT) @ West Ballroom C None
General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimization
Kwangjun Ahn · Gagik Magakyan · Ashok Cutkosky
[ OpenReview