Ferrer, Luciana

6 publications

TMLR 2026 Adapting Language Models to Produce Good Class Probabilities for Classification Tasks Lautaro Estienne, Matias Vera, Elizabeth Fons, Elena Kochkina, Pablo Piantanida, Luciana Ferrer

TMLR 2025 Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration Luciana Ferrer, Daniel Ramos

ICML 2025 LSCD: Lomb–Scargle Conditioned Diffusion for Time Series Imputation Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Luciana Ferrer, Svitlana Vyetrenko, Manuela Veloso

TMLR 2025 No Need for Ad-Hoc Substitutes: The Expected Cost Is a Principled All-Purpose Classification Metric Luciana Ferrer

JMLR 2019 Joint PLDA for Simultaneous Modeling of Two Factors Luciana Ferrer, Mitchell McLaren

JMLR 2009 An Anticorrelation Kernel for Subsystem Training in Multiple Classifier Systems Luciana Ferrer, Kemal Sönmez, Elizabeth Shriberg