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Oral
Wed Dec 09 08:00 AM -- 08:15 AM (CST) @ Orals & Spotlights: Optimization
Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
In Orals & Spotlights Track 21: Optimization
Benjamin Recht · Christopher Ré · Stephen Wright · Feng Niu
[ Video] 
[ Paper ]
Oral
Wed Dec 09 08:15 AM -- 08:30 AM (CST) @ Orals & Spotlights: Optimization
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form
In Orals & Spotlights Track 21: Optimization
Hicham Janati · Boris Muzellec · Gabriel Peyré · Marco Cuturi
[ Paper ]
Oral
Wed Dec 09 08:30 AM -- 08:45 AM (CST) @ Orals & Spotlights: Optimization
Acceleration with a Ball Optimization Oracle
In Orals & Spotlights Track 21: Optimization
Yair Carmon · Arun Jambulapati · Qijia Jiang · Yujia Jin · Yin Tat Lee · Aaron Sidford · Kevin Tian
[ Paper ]
Oral
Wed Dec 09 08:45 AM -- 09:00 AM (CST) @ Orals & Spotlights: Optimization
Convex optimization based on global lower second-order models
In Orals & Spotlights Track 21: Optimization
Nikita Doikov · Yurii Nesterov
[ Paper ]
Spotlight
Wed Dec 09 09:00 AM -- 09:10 AM (CST) @ Orals & Spotlights: Optimization
Adam with Bandit Sampling for Deep Learning
In Orals & Spotlights Track 21: Optimization
Rui Liu · Tianyi Wu · Barzan Mozafari
[ Paper ]
Spotlight
Wed Dec 09 09:10 AM -- 09:20 AM (CST) @ Orals & Spotlights: Optimization
Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling
In Orals & Spotlights Track 21: Optimization
Yu-Guan Hsieh · Franck Iutzeler · Jérôme Malick · Panayotis Mertikopoulos
[ Paper ]
Spotlight
Wed Dec 09 09:20 AM -- 09:30 AM (CST) @ Orals & Spotlights: Optimization
IDEAL: Inexact DEcentralized Accelerated Augmented Lagrangian Method
In Orals & Spotlights Track 21: Optimization
Yossi Arjevani · Joan Bruna · Bugra Can · Mert Gurbuzbalaban · Stefanie Jegelka · Hongzhou Lin
[ Paper ]
Spotlight
Wed Dec 09 09:30 AM -- 09:40 AM (CST) @ Orals & Spotlights: Optimization
Revisiting Frank-Wolfe for Polytopes: Strict Complementarity and Sparsity
In Orals & Spotlights Track 21: Optimization
Dan Garber
[ Paper ]
Q&A
Wed Dec 09 09:40 AM -- 09:50 AM (CST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 21: Optimization
Spotlight
Wed Dec 09 09:50 AM -- 10:00 AM (CST) @ Orals & Spotlights: Optimization
Minibatch Stochastic Approximate Proximal Point Methods
In Orals & Spotlights Track 21: Optimization
Hilal Asi · Karan Chadha · Gary Cheng · John Duchi
[ Paper ]
Spotlight
Wed Dec 09 10:00 AM -- 10:10 AM (CST) @ Orals & Spotlights: Optimization
Finding Second-Order Stationary Points Efficiently in Smooth Nonconvex Linearly Constrained Optimization Problems
In Orals & Spotlights Track 21: Optimization
Songtao Lu · Meisam Razaviyayn · Bo Yang · Kejun Huang · Mingyi Hong
[ Paper ]
Spotlight
Wed Dec 09 10:10 AM -- 10:20 AM (CST) @ Orals & Spotlights: Optimization
Least Squares Regression with Markovian Data: Fundamental Limits and Algorithms
In Orals & Spotlights Track 21: Optimization
Dheeraj Nagaraj · Xian Wu · Guy Bresler · Prateek Jain · Praneeth Netrapalli
[ Paper ]
Spotlight
Wed Dec 09 10:20 AM -- 10:30 AM (CST) @ Orals & Spotlights: Optimization
Linearly Converging Error Compensated SGD
In Orals & Spotlights Track 21: Optimization
Eduard Gorbunov · Dmitry Kovalev · Dmitry Makarenko · Peter Richtarik
[ Paper ]
Spotlight
Wed Dec 09 10:30 AM -- 10:40 AM (CST) @ Orals & Spotlights: Optimization
Learning Augmented Energy Minimization via Speed Scaling
In Orals & Spotlights Track 21: Optimization
Etienne Bamas · Andreas Maggiori · Lars Rohwedder · Ola Svensson
[ Paper ]
Q&A
Wed Dec 09 10:40 AM -- 10:50 AM (CST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 21: Optimization
Break
Wed Dec 09 10:50 AM -- 11:00 AM (CST)
Break
In Orals & Spotlights Track 21: Optimization