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Oral
Thu Dec 10 06:00 PM -- 06:15 PM (PST) @ Orals & Spotlights: Optimization
Effective Dimension Adaptive Sketching Methods for Faster Regularized Least-Squares Optimization
Jonathan Lacotte · Mert Pilanci
Oral
Thu Dec 10 06:15 PM -- 06:30 PM (PST) @ Orals & Spotlights: Optimization
The Primal-Dual method for Learning Augmented Algorithms
Etienne Bamas · Andreas Maggiori · Ola Svensson
Oral
Thu Dec 10 06:30 PM -- 06:45 PM (PST) @ Orals & Spotlights: Optimization
Fully Dynamic Algorithm for Constrained Submodular Optimization
Silvio Lattanzi · Slobodan Mitrović · Ashkan Norouzi-Fard · Jakub Tarnawski · Morteza Zadimoghaddam
Break
Thu Dec 10 06:45 PM -- 07:00 PM (PST)
Break
Spotlight
Thu Dec 10 07:00 PM -- 07:10 PM (PST) @ Orals & Spotlights: Optimization
Submodular Maximization Through Barrier Functions
Ashwinkumar Badanidiyuru · Amin Karbasi · Ehsan Kazemi · Jan Vondrak
Spotlight
Thu Dec 10 07:10 PM -- 07:20 PM (PST) @ Orals & Spotlights: Optimization
Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method
Kiran Thekumparampil · Prateek Jain · Praneeth Netrapalli · Sewoong Oh
Spotlight
Thu Dec 10 07:20 PM -- 07:30 PM (PST) @ Orals & Spotlights: Optimization
A Single Recipe for Online Submodular Maximization with Adversarial or Stochastic Constraints
Omid Sadeghi · Prasanna Raut · Maryam Fazel
Spotlight
Thu Dec 10 07:30 PM -- 07:40 PM (PST) @ Orals & Spotlights: Optimization
How many samples is a good initial point worth in Low-rank Matrix Recovery?
Jialun Zhang · Richard Y Zhang
Q&A
Thu Dec 10 07:40 PM -- 07:50 PM (PST)
Joint Q&A for Preceeding Spotlights
Spotlight
Thu Dec 10 07:50 PM -- 08:00 PM (PST) @ Orals & Spotlights: Optimization
Projection Robust Wasserstein Distance and Riemannian Optimization
Darren Lin · Chenyou Fan · Nhat Ho · Marco Cuturi · Michael Jordan
Spotlight
Thu Dec 10 08:00 PM -- 08:10 PM (PST) @ Orals & Spotlights: Optimization
A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval
Fan Wu · Patrick Rebeschini
Spotlight
Thu Dec 10 08:10 PM -- 08:20 PM (PST) @ Orals & Spotlights: Optimization
SGD with shuffling: optimal rates without component convexity and large epoch requirements
Kwangjun Ahn · Chulhee Yun · Suvrit Sra
Spotlight
Thu Dec 10 08:20 PM -- 08:30 PM (PST) @ Orals & Spotlights: Optimization
No-Regret Learning and Mixed Nash Equilibria: They Do Not Mix
Manolis Vlatakis-Gkaragkounis · Lampros Flokas · Thanasis Lianeas · Panayotis Mertikopoulos · Georgios Piliouras
Q&A
Thu Dec 10 08:30 PM -- 08:40 PM (PST)
Joint Q&A for Preceeding Spotlights
Break
Thu Dec 10 08:40 PM -- 09:00 PM (PST)
Break