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Talk
Sun Aug 06 08:30 PM -- 08:48 PM (PDT) @ Parkside 2
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization
Li Shen · Wei Liu · Ganzhao Yuan · Shiqian Ma
[ PDF [ ss Summary/Notes [ Video
Talk
Sun Aug 06 08:48 PM -- 09:06 PM (PDT) @ Parkside 2
Breaking Locality Accelerates Block Gauss-Seidel
Stephen Tu · Shivaram Venkataraman · Ashia Wilson · Alex Gittens · Michael Jordan · Benjamin Recht
[ PDF [ ss Summary/Notes [ Video
Talk
Sun Aug 06 09:06 PM -- 09:24 PM (PDT) @ 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
[ PDF [ ss Summary/Notes [ Video
Talk
Sun Aug 06 09:24 PM -- 09:42 PM (PDT) @ Parkside 2
Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares
Junqi Tang · Mohammad Golbabaee · Michael E Davies
[ PDF [ ss Summary/Notes [ Video
Talk
Sun Aug 06 09:42 PM -- 10:00 PM (PDT) @ Parkside 2
Connected Subgraph Detection with Mirror Descent on SDPs
Cem Aksoylar · Orecchia Lorenzo · Venkatesh Saligrama
[ PDF [ ss Summary/Notes [ Video