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Oral
Fri Jul 28 10:00 AM -- 10:08 AM (KST) @ Ballroom B None
Second-Order Optimization with Lazy Hessians
In Oral C4 Optimization
Nikita Doikov · El Mahdi Chayti · Martin Jaggi
[ PDF] 
Oral
Fri Jul 28 10:08 AM -- 10:16 AM (KST) @ Ballroom B None
Unifying Nesterov's Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions
In Oral C4 Optimization
Jungbin Kim · Insoon Yang
[ Slides]  [ PDF] 
Oral
Fri Jul 28 10:16 AM -- 10:24 AM (KST) @ Ballroom B #908
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
In Oral C4 Optimization
Chanyeong Kim · Jongwoong Park · Hyunglip Bae · Woo Chang Kim
[ Slides]  [ PDF] 
Oral
Fri Jul 28 10:24 AM -- 10:32 AM (KST) @ Ballroom B None
Continuation Path Learning for Homotopy Optimization
In Oral C4 Optimization
Xi Lin · Zhiyuan Yang · Xiaoyuan Zhang · Qingfu Zhang
[ PDF] 
Oral
Fri Jul 28 10:32 AM -- 10:40 AM (KST) @ Ballroom B None
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points
In Oral C4 Optimization
Ziye Ma · Igor Molybog · Javad Lavaei · Somayeh Sojoudi
[ PDF] 
Oral
Fri Jul 28 10:40 AM -- 10:48 AM (KST) @ Ballroom B None
Buying Information for Stochastic Optimization
In Oral C4 Optimization
Mingchen Ma · Christos Tzamos
[ PDF] 
Oral
Fri Jul 28 10:48 AM -- 10:56 AM (KST) @ Ballroom B None
A Fully First-Order Method for Stochastic Bilevel Optimization
In Oral C4 Optimization
Jeongyeol Kwon · Dohyun Kwon · Stephen Wright · Robert Nowak
[ PDF] 
Oral
Fri Jul 28 10:56 AM -- 11:04 AM (KST) @ Ballroom B None
Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference
In Oral C4 Optimization
Kyurae Kim · Kaiwen Wu · Jisu Oh · Jacob Gardner
[ PDF] 
Oral
Fri Jul 28 11:04 AM -- 11:12 AM (KST) @ Ballroom B None
Learning-Rate-Free Learning by D-Adaptation
In Oral C4 Optimization
Aaron Defazio · Konstantin Mishchenko
[ PDF]