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Generalized stochastic Frank-Wolfe algorithm with stochastic "substitute" gradient for structured convex optimization.
Haihao Lu
Robert M. Freund
Published in:
Math. Program. (2021)
Keyphrases
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convex optimization
np hard
learning algorithm
objective function
computational complexity
primal dual
similarity measure
cost function
optimal solution
dynamic programming
linear programming
globally optimal
linear transformation
image segmentation
dual formulation
semidefinite program