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Tue Jul 20 06:00 AM -- 06:20 AM (PDT)
Variance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums
[ Paper ]
Spotlight
Tue Jul 20 06:25 AM -- 06:30 AM (PDT)
Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs
[ Paper ]
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Tue Jul 20 06:30 AM -- 06:35 AM (PDT)
Parameter-free Locally Accelerated Conditional Gradients
[ Paper ]
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Tue Jul 20 06:35 AM -- 06:40 AM (PDT)
Principal Component Hierarchy for Sparse Quadratic Programs
[ Paper ]
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Tue Jul 20 06:40 AM -- 06:45 AM (PDT)
One-sided Frank-Wolfe algorithms for saddle problems
[ Paper ]
Spotlight
Tue Jul 20 06:45 AM -- 06:50 AM (PDT)
ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation
[ Paper ]