2 papers
cs.LG2025
Consecutive Preferential Bayesian Optimization
Aras Erarslan, Carlos Sevilla Salcedo, Ville Tanskanen +6
Preferential Bayesian optimization allows optimization of objectives that are either expensive or difficult to measure directly, by relying on a minimal number of comparative evalu…
cs.OH2025
Virtual Laboratories: Domain-agnostic workflows for research
Carlos Sevilla-Salcedo, Armi Tiihonen, Mahsa Asadi +4
Many scientific disciplines have traditionally advanced by iterating over hypotheses using labor-intensive trial-and-error, which is a slow and expensive process. Recent advances i…