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Oral
Thu Dec 10 06:00 AM -- 06:15 AM (PST) @ Orals & Spotlights: Optimization/Theory
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms
Antonio Barbalau · Adrian Cosma · Radu Tudor Ionescu · Marius Popescu
Oral
Thu Dec 10 06:15 AM -- 06:30 AM (PST) @ Orals & Spotlights: Optimization/Theory
Towards a Better Global Loss Landscape of GANs
Ruoyu Sun · Tiantian Fang · Alex Schwing
Oral
Thu Dec 10 06:30 AM -- 06:45 AM (PST) @ Orals & Spotlights: Optimization/Theory
Online Sinkhorn: Optimal Transport distances from sample streams
Arthur Mensch · Gabriel Peyré
Break
Thu Dec 10 06:45 AM -- 07:00 AM (PST)
Break
Spotlight
Thu Dec 10 07:00 AM -- 07:10 AM (PST) @ Orals & Spotlights: Optimization/Theory
Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses
Raef Bassily · Vitaly Feldman · Cristóbal Guzmán · Kunal Talwar
Spotlight
Thu Dec 10 07:10 AM -- 07:20 AM (PST) @ Orals & Spotlights: Optimization/Theory
Optimal Approximation - Smoothness Tradeoffs for Soft-Max Functions
Alessandro Epasto · Mohammad Mahdian · Vahab Mirrokni · Emmanouil Zampetakis
Spotlight
Thu Dec 10 07:20 AM -- 07:30 AM (PST) @ Orals & Spotlights: Optimization/Theory
Conformal Symplectic and Relativistic Optimization
Guilherme Franca · Jeremias Sulam · Daniel Robinson · Rene Vidal
Spotlight
Thu Dec 10 07:30 AM -- 07:40 AM (PST) @ Orals & Spotlights: Optimization/Theory
Random Reshuffling is Not Always Better
Christopher De Sa
Q&A
Thu Dec 10 07:40 AM -- 07:50 AM (PST)
Joint Q&A for Preceeding Spotlights
Spotlight
Thu Dec 10 07:50 AM -- 08:00 AM (PST) @ Orals & Spotlights: Optimization/Theory
The Statistical Complexity of Early-Stopped Mirror Descent
Tomas Vaskevicius · Varun Kanade · Patrick Rebeschini
Spotlight
Thu Dec 10 08:00 AM -- 08:10 AM (PST) @ Orals & Spotlights: Optimization/Theory
Overfitting Can Be Harmless for Basis Pursuit, But Only to a Degree
Peizhong Ju · Xiaojun Lin · Jia Liu
Spotlight
Thu Dec 10 08:10 AM -- 08:20 AM (PST) @ Orals & Spotlights: Optimization/Theory
Towards Problem-dependent Optimal Learning Rates
Yunbei Xu · Assaf Zeevi
Spotlight
Thu Dec 10 08:20 AM -- 08:30 AM (PST) @ Orals & Spotlights: Optimization/Theory
On Uniform Convergence and Low-Norm Interpolation Learning
Lijia Zhou · Danica Sutherland · Nati Srebro
Q&A
Thu Dec 10 08:30 AM -- 08:40 AM (PST)
Joint Q&A for Preceeding Spotlights
Break
Thu Dec 10 08:40 AM -- 09:00 AM (PST)
Break