Yapa: Accelerated Proximal Algorithm for Convex Composite Problems.

Giovanni Chierchia Mireille El Gheche

Published in: ICASSP (2021)

Keyphrases

experimental evaluation
high accuracy
search space
learning algorithm
globally optimal
test problems
benchmark problems
computational cost

k means
np hard
dynamic programming
objective function
optimal solution
times faster
convex relaxation
matching algorithm

detection algorithm
worst case
significant improvement
np complete
optimization algorithm
simulated annealing
preprocessing
alternating direction method of multipliers

optimal or near optimal
quadratic optimization problems
theoretical guarantees
neural network
primal dual
clustering method
particle swarm optimization
cost function