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June 9, 2019 Expo schedule » New in ML »

Timezone: America/Los_Angeles »

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 Wed Jun 12, 2019

Time Room 103
04:00 PM (Orals)
Convex Optimization
Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances
04:20 PM (Orals)
SGD without Replacement: Sharper Rates for General Smooth Convex Functions
04:25 PM (Orals)
On the Complexity of Approximating Wasserstein Barycenters
04:30 PM (Orals)
Estimate Sequences for Variance-Reduced Stochastic Composite Optimization
04:35 PM (Orals)
A Dynamical Systems Perspective on Nesterov Acceleration
04:40 PM (Orals)
Random Shuffling Beats SGD after Finite Epochs
05:00 PM (Orals)
First-Order Algorithms Converge Faster than $O(1/k)$ on Convex Problems
05:05 PM (Orals)
Improved Convergence for $\ell_1$ and $\ell_\infty$ Regression via Iteratively Reweighted Least Squares
05:10 PM (Orals)
Optimal Mini-Batch and Step Sizes for SAGA
05:15 PM (Orals)
Differential Inclusions for Modeling Nonsmooth ADMM Variants: A Continuous Limit Theory