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Talk
Mon Aug 7th 01:30 -- 01:48 PM @ Parkside 2
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization
Li Shen · Wei Liu · Ganzhao Yuan · Shiqian Ma
Talk
Mon Aug 7th 01:48 -- 02:06 PM @ Parkside 2
Breaking Locality Accelerates Block Gauss-Seidel
Stephen Tu · Shivaram Venkataraman · Ashia Wilson · Alex Gittens · Michael Jordan · Benjamin Recht
Talk
Mon Aug 7th 02:06 -- 02:24 PM @ Parkside 2
Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification
Hoai An Le Thi · Hoai Minh Le · Duy Nhat Phan · Bach Tran
Talk
Mon Aug 7th 02:24 -- 02:42 PM @ Parkside 2
Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares
Junqi Tang · Mohammad Golbabaee · Michael E Davies
Talk
Mon Aug 7th 02:42 -- 03:00 PM @ Parkside 2
Connected Subgraph Detection with Mirror Descent on SDPs
Cem Aksoylar · Orecchia Lorenzo · Venkatesh Saligrama