Cristian Daniel Alecsa

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Convex Optimization

Neural Network Training

Optimization Methods

Top Venues

Numer. Algorithms

Publications

Cristian Daniel Alecsa
OF-AE: Oblique Forest AutoEncoders. AIAI (2) (2023)
Cristian Daniel Alecsa
OF-AE: Oblique Forest AutoEncoders. CoRR (2023)
Cristian Daniel Alecsa
Some notes concerning a generalized KMM-type optimization method for density ratio estimation. CoRR (2023)
Cristian Daniel Alecsa
A theoretical and empirical study of new adaptive algorithms with additional momentum steps and shifted updates for stochastic non-convex optimization. CoRR (2021)
Cristian Daniel Alecsa, Szilárd Csaba László
Tikhonov Regularization of a Perturbed Heavy Ball System with Vanishing Damping. SIAM J. Optim. 31 (4) (2021)
Cristian Daniel Alecsa, Szilárd Csaba László, Adrian Viorel
A gradient-type algorithm with backward inertial steps associated to a nonconvex minimization problem. Numer. Algorithms 84 (2) (2020)
Cristian Daniel Alecsa, Titus Pinta, Imre Boros
New optimization algorithms for neural network training using operator splitting techniques. Neural Networks 126 (2020)
Cristian Daniel Alecsa, Titus Pinta, Imre Boros
New optimization algorithms for neural network training using operator splitting techniques. CoRR (2019)
Cristian Daniel Alecsa, Imre Boros, Florian Frank, Peter Knabner, Mihai Nechita, Alexander Prechtel, Andreas Rupp, Nicolae Suciu
Benchmark for numerical solutions of flow in heterogeneous groundwater formations. CoRR (2019)