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cs.LG2023
Some notes concerning a generalized KMM-type optimization method for density ratio estimation
Cristian Daniel Alecsa
In the present paper we introduce new optimization algorithms for the task of density ratio estimation. More precisely, we consider extending the well-known KMM method using the co…
cs.LG2019
New optimization algorithms for neural network training using operator splitting techniques
Cristian Daniel Alecsa, Titus Pinta, Imre Boros
In the following paper we present a new type of optimization algorithms adapted for neural network training. These algorithms are based upon sequential operator splitting technique…