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Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence.
Julie Nutini
Issam H. Laradji
Mark Schmidt
Published in:
J. Mach. Learn. Res. (2022)
Keyphrases
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message passing
belief propagation
active set
computational complexity
graphical models
distributed systems
markov random field
support vector
image restoration
efficient implementation
convex optimization