Álvaro Barbero Jiménez

35 papers A* 1B 4C 2Misc 1Journal 21Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	3CEL: A corpus of legal Spanish contract clauses. CoRR Nuria Aldama-García, Patricia Marsà Morales, David Betancur Sánchez, Álvaro Barbero Jiménez, Marta Guerrero Nieto, Pablo Haya Coll, Patricia Martín-Chozas, Elena Montiel-Ponsoda
2025	J	`jnl`	ClinText-SP and RigoBERTa Clinical: a new set of open resources for Spanish Clinical NLP. CoRR Guillem García Subies, Álvaro Barbero Jiménez, Paloma Martínez Fernández
2025	J	`jnl`	Graph-Enhanced Model-Free Reinforcement Learning Agents for Efficient Power Grid Topological Control. CoRR Eloy Anguiano Batanero, Ángela Fernández, Álvaro Barbero Jiménez
2025	J	`jnl`	MEL: Legal Spanish Language Model. CoRR David Betancur Sánchez, Nuria Aldama-García, Álvaro Barbero Jiménez, Marta Guerrero Nieto, Patricia Marsà Morales, Nicolás Serrano Salas, Carlos García Hernán, Pablo Haya Coll, Elena Montiel-Ponsoda, Pablo Calleja-Ibáñez
2025	J	`jnl`	RLBoost: Boosting supervised models using deep reinforcement learning. Neurocomputing Eloy Anguiano Batanero, Ángela Fernández Pascual, Álvaro Barbero Jiménez
2025	J	`jnl`	RigoChat 2: an adapted language model to Spanish using a bounded dataset and reduced hardware. CoRR Gonzalo Santamaría Gómez, Guillem García Subies, Pablo Gutiérrez Ruiz, Mario González Valero, Natàlia Fuertes, Helena Montoro Zamorano, Carmen Muñoz Sanz, Leire Rosado Plaza, Nuria Aldama-García, David Betancur Sánchez, Kateryna Sushkova, Marta Guerrero Nieto, Álvaro Barbero Jiménez
2024	J	`jnl`	A comparative analysis of Spanish Clinical encoder-based models on NER and classification tasks. J. Am. Medical Informatics Assoc. Guillem García Subies, Álvaro Barbero Jiménez, Paloma Martínez Fernández
2024	J	`jnl`	An evaluation of LLM code generation capabilities through graded exercises. CoRR Álvaro Barbero Jiménez
2023	J	`jnl`	A Survey of Spanish Clinical Language Models. CoRR Guillem García Subies, Álvaro Barbero Jiménez, Paloma Martínez Fernández
2023	J	`jnl`	Mixture of Diffusers for scene composition and high resolution image generation. CoRR Álvaro Barbero Jiménez
2023	J	`jnl`	RLBoost: Boosting Supervised Models using Deep Reinforcement Learning. CoRR Eloy Anguiano Batanero, Ángela Fernández Pascual, Álvaro Barbero Jiménez
2022	J	`jnl`	RigoBERTa: A State-of-the-Art Language Model For Spanish. CoRR Alejandro Vaca Serrano, Guillem García Subies, Helena Montoro Zamorano, Nuria Aldama-García, Doaa Samy, David Betancur Sánchez, Antonio Moreno-Sandoval, Marta Guerrero Nieto, Álvaro Barbero Jiménez
2021	J	`jnl`	Classifying Spanish se constructions: from bag of words to language models. Proces. del Leng. Natural Nuria Aldama-García, Álvaro Barbero Jiménez
2018	J	`jnl`	Improving cash logistics in bank branches by coupling machine learning and robust optimization. Expert Syst. Appl. Jorge López Lázaro, Álvaro Barbero Jiménez, Akiko Takeda
2018	J	`jnl`	Modular Proximal Optimization for Multidimensional Total-Variation Regularization. J. Mach. Learn. Res. Álvaro Barbero Jiménez, Suvrit Sra
2015	J	`jnl`	Convex Optimization for Parallel Energy Minimization. CoRR K. S. Sesh Kumar, Álvaro Barbero Jiménez, Stefanie Jegelka, Suvrit Sra, Francis R. Bach
2015	J	`jnl`	Geometric intuition and algorithms for Ev-SVM. J. Mach. Learn. Res. Álvaro Barbero Jiménez, Akiko Takeda, Jorge López Lázaro
2013	C	`conf`	Group Fused Lasso. ICANN Carlos M. Alaíz, Álvaro Barbero Jiménez, José R. Dorronsoro
2012	B	`conf`	Sparse methods for wind energy prediction. IJCNN Carlos M. Alaíz, Álvaro Barbero Jiménez, José R. Dorronsoro
2011	J	`jnl`	Clipping algorithms for solving the nearest point problem over reduced convex hulls. Pattern Recognit. Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro
2011	J	`jnl`	Cycle-breaking acceleration for support vector regression. Neurocomputing Álvaro Barbero Jiménez, José R. Dorronsoro
2011	A*	`conf`	Fast Newton-type Methods for Total Variation Regularization. ICML Álvaro Barbero Jiménez, Suvrit Sra
2011	—	`conf`	Momentum Acceleration of Least-Squares Support Vector Machines. ICANN (2) Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro
2011	B	`conf`	Momentum Sequential Minimal Optimization: An accelerated method for Support Vector Machine training. IJCNN Álvaro Barbero Jiménez, José R. Dorronsoro
2010	B	`conf`	An MDM solver for the nearest point problem in Scaled Convex Hulls. IJCNN Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro
2010	—	`conf`	Faster Directions for Second Order SMO. ICANN (2) Álvaro Barbero Jiménez, José R. Dorronsoro
2009	—	`conf`	A Simple Maximum Gain Algorithm for Support Vector Regression. IWANN (1) Álvaro Barbero Jiménez, José R. Dorronsoro
2009	J	`jnl`	Cycle-breaking acceleration of SVM training. Neurocomputing Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro
2009	J	`jnl`	Finding optimal model parameters by deterministic and annealed focused grid search. Neurocomputing Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro
2008	—	`conf`	A 4-Vector MDM Algorithm for Support Vector Training. ICANN (1) Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro
2008	B	`conf`	An accelerated MDM algorithm for SVM training. ESANN Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro
2008	—	`ch.`	Finding Optimal Model Parameters by Discrete Grid Search. Innovations in Hybrid Intelligent Systems Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro
2008	—	`conf`	On the Equivalence of the SMO and MDM Algorithms for SVM Training. ECML/PKDD (1) Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro
2008	Misc	`conf`	Simple Clipping Algorithms for Reduced Convex Hull SVM Training. HAIS Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro
2007	C	`conf`	Square Penalty Support Vector Regression. IDEAL Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro