Cristian Daniel Alecsa

11 papers Misc 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A theoretical and empirical study of new adaptive algorithms with additional momentum steps and shifted updates for stochastic non-convex optimization.
J. Glob. Optim.
Cristian Daniel Alecsa
2023 — conf
OF-AE: Oblique Forest AutoEncoders.
AIAI (2)
Cristian Daniel Alecsa
2023 J jnl
OF-AE: Oblique Forest AutoEncoders.
CoRR
Cristian Daniel Alecsa
2023 J jnl
Some notes concerning a generalized KMM-type optimization method for density ratio estimation.
CoRR
Cristian Daniel Alecsa
2022 Misc conf
On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs.
SYNASC
Catalin Stoean, Nebojsa Bacanin, Ruxandra Stoean, Leonard Ionescu, Cristian Daniel Alecsa, Mircea Hotoleanu, Miguel A. Atencia Ruiz, Gonzalo Joya
2021 J jnl
A theoretical and empirical study of new adaptive algorithms with additional momentum steps and shifted updates for stochastic non-convex optimization.
CoRR
Cristian Daniel Alecsa
2021 J jnl
Tikhonov Regularization of a Perturbed Heavy Ball System with Vanishing Damping.
SIAM J. Optim.
Cristian Daniel Alecsa, Szilárd Csaba László
2020 J jnl
A gradient-type algorithm with backward inertial steps associated to a nonconvex minimization problem.
Numer. Algorithms
Cristian Daniel Alecsa, Szilárd Csaba László, Adrian Viorel
2020 J jnl
New optimization algorithms for neural network training using operator splitting techniques.
Neural Networks
Cristian Daniel Alecsa, Titus Pinta, Imre Boros
2019 J jnl
Benchmark for numerical solutions of flow in heterogeneous groundwater formations.
CoRR
Cristian Daniel Alecsa, Imre Boros, Florian Frank, Peter Knabner, Mihai Nechita, Alexander Prechtel, Andreas Rupp, Nicolae Suciu
2019 J jnl
New optimization algorithms for neural network training using operator splitting techniques.
CoRR
Cristian Daniel Alecsa, Titus Pinta, Imre Boros