Function Approximation with the Sweeping Hinge Algorithm. - Don R. Hush; Fernando Lozano; Bill G. Horne (NIPS, 1997)

Some New Bounds on the Generalization Error of Combined Classifiers. - Vladimir Koltchinskii; Dmitriy Panchenko; Fernando Lozano (NIPS, 2000)

Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights. - Vladimir Koltchinskii; Dmitriy Panchenko; Fernando Lozano (COLT/EuroCOLT, 2001)

Self bounding genetic algorithms for machine learning. - Fernando Lozano; Vladimir Koltchinskii (ICMLA, 2005)

Algorithms for parallel boosting. - Fernando Lozano; Pedro Rangel (ICMLA, 2005)

Boosting of support vector machines with application to editing. - Pedro Rangel; Fernando Lozano; Elkin García (ICMLA, 2005)

Boosting Support Vector Machines. - Elkin García; Fernando Lozano (MLDM Posters, 2007)

Multiple Kernel Learning for Ontology Instance Matching. - Diego Ardila; José Abásolo; Fernando Lozano (KEOD, 2010)

Discount and speed/execution tradeoffs in Markov Decision Process games. - Reinaldo Uribe; Fernando Lozano; Katsunari Shibata; Charles Anderson 001 (CIG, 2011)

Automatic detection of abnormal vascular cross-sections based on density level detection and support vector machines. - Maria A. Zuluaga; Isabelle E. Magnin; Marcela Hernández Hoyos; Edgar J. F. Delgado Leyton; Fernando Lozano; Maciej Orkisz (Int. J. Comput. Assist. Radiol. Surg., 2011)

Foraging theory for dimensionality reduction of clustered data. - Luis Felipe Giraldo; Fernando Lozano; Nicanor Quijano (Mach. Learn., 2011)

Learning to Rank Drug Combinations. - Fernando Lozano (ICMLA (2), 2013)

Locally Linear Minimum Spanning Trees for Manifold Learning. - Carlos A. Quintero; Fernando Lozano (ICMLA (1), 2013)

Online Pairwise Ranking Based on Graph Edge-Connectivity. - Carlos A. Quintero; Reinaldo Uribe; Juan M. Calderón; Fernando Lozano (IBICA, 2015)

Optimal Nudging: Solving Average-Reward Semi-Markov Decision Processes as a Minimal Sequence of Cumulative Tasks. - Reinaldo Uribe Muriel; Fernando Lozano; Charles Anderson 001 (CoRR, 2015)

Multiagent Reinforcement Learning Applied to Traffic Light Signal Control. - Carolina Higuera; Fernando Lozano; Edgar Camilo Camacho; Carlos Hernando Higuera (PAAMS, 2019)

Demonstration of Multiagent Reinforcement Learning Applied to Traffic Light Signal Control. - Carolina Higuera; Fernando Lozano; Edgar Camilo Camacho; Carlos Hernando Higuera (PAAMS, 2019)

ViQAgent: Zero-Shot Video Question Answering via Agent with Open-Vocabulary Grounding Validation. - Tony Montes; Fernando Lozano (CoRR, 2025)