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A randomized scheme for speeding up algorithms for linear and convex programming problems with high constraints-to-variables ratio.
Ilan Adler
Ron Shamir
Published in:
Math. Program. (1993)
Keyphrases
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convex programming
learning algorithm
convex optimization
convex functions
reinforcement learning
worst case
interior point methods
binary constraints
lower bound
special case
linear programming
machine learning algorithms
regression model
learning models
solving problems
linear systems