Alberto Fernández-Hernández

According to our database, Alberto Fernández-Hernández authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

FedSQ: Optimized Weight Averaging via Fixed Gating.

Cristian Pérez-Corral, José I. Mestre, Alberto Fernández-Hernández, Manuel F. Dolz, José Duato, Enrique S. Quintana-Ortí

CoRR, April, 2026

λ-GELU: Learning Gating Hardness for Controlled ReLU-ization in Deep Networks.

Cristian Pérez-Corral, Alberto Fernández-Hernández, José I. Mestre, Manuel F. Dolz, Enrique S. Quintana-Ortí

CoRR, March, 2026

When Learning Rates Go Wrong: Early Structural Signals in PPO Actor-Critic.

Alberto Fernández-Hernández, Cristian Pérez-Corral, José I. Mestre, Manuel F. Dolz, José Duato, Enrique S. Quintana-Ortí

CoRR, March, 2026

Regime Change Hypothesis: Foundations for Decoupled Dynamics in Neural Network Training.

Cristian Pérez-Corral, Alberto Fernández-Hernández, José I. Mestre, Manuel F. Dolz, José Duato, Enrique S. Quintana-Ortí

CoRR, February, 2026

Why Adam Works Better with β₁ = β₂: The Missing Gradient Scale Invariance Principle.

Alberto Fernández-Hernández, Cristian Pérez-Corral, José I. Mestre, Manuel F. Dolz, Enrique S. Quintana-Ortí

CoRR, January, 2026

2025

GLAI: GreenLightningAI for Accelerated Training through Knowledge Decoupling.

José I. Mestre, Alberto Fernández-Hernández, Cristian Pérez-Corral, Manuel F. Dolz, José Duato, Enrique S. Quintana-Ortí

CoRR, October, 2025

Sinusoidal Initialization, Time for a New Start.

Alberto Fernández-Hernández, José I. Mestre, Manuel F. Dolz, José Duato, Enrique S. Quintana-Ortí

CoRR, May, 2025

OUI Need to Talk About Weight Decay: A New Perspective on Overfitting Detection.

Alberto Fernández-Hernández, José I. Mestre, Manuel F. Dolz, José Duato, Enrique S. Quintana-Ortí

CoRR, April, 2025

2023

TextualTherapists at MentalRiskES-IberLEF2023: Early Detection of Depression using a User-level Feature-based Machine Learning Approach.

Alberto Fernández-Hernández, Raúl Moreno-Sánchez, José Viosca-Ros, Raquel Enrique-Guillén, Noa Patricia Cruz Díaz, Salud María Jiménez-Zafra

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Taming the Turing Test: Exploring Machine Learning Approaches to Discriminate Human vs. AI-Generated Texts.

Alberto Fernández-Hernández, Juan Luis Arboledas-Márquez, Julián Ariza-Merino, Salud María Jiménez-Zafra

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023