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Stochastic Gradient Descent-like relaxation is equivalent to Glauber dynamics in discrete optimization and inference problems.
Maria Chiara Angelini
Angelo Giorgio Cavaliere
Raffaele Marino
Federico Ricci-Tersenghi
Published in:
CoRR (2023)
Keyphrases
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discrete optimization
inference problems
stochastic gradient descent
least squares
combinatorial optimization problems
loss function
matrix factorization
step size
integer programming
regularization parameter
support vector machine
multiple kernel learning
computer vision
cost function
genetic algorithm