Mazuelas, Santiago

12 publications

TMLR 2025 A Unified View of Double-Weighting for Marginal Distribution Shift José I. Segovia-Martín, Santiago Mazuelas, Anqi Liu

NeurIPS 2025 On the Optimality of the Median-of-Means Estimator Under Adversarial Contamination Xabier de Juan, Santiago Mazuelas

NeurIPS 2025 Robust Minimax Boosting with Performance Guarantees Santiago Mazuelas, Veronica Alvarez

NeurIPS 2025 Split Conformal Classification with Unsupervised Calibration Santiago Mazuelas

JMLR 2025 Supervised Learning with Evolving Tasks and Performance Guarantees Verónica Álvarez, Santiago Mazuelas, Jose A. Lozano

MLHC 2024 Minimax Risk Classifiers for Mislabeled Data: A Study on Patient Outcome Prediction Tasks Lucia Filippozzi, Santiago Mazuelas, Iñigo Urteaga

ICML 2023 Double-Weighting for Covariate Shift Adaptation José I. Segovia-Martín, Santiago Mazuelas, Anqi Liu

UAI 2023 Efficient Learning of Minimax Risk Classifiers in High Dimensions Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez

NeurIPS 2023 Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees Veronica Alvarez, Santiago Mazuelas, Jose A. Lozano

JMLR 2023 Minimax Risk Classifiers with 0-1 Loss Santiago Mazuelas, Mauricio Romero, Peter Grunwald

ICML 2022 Minimax Classification Under Concept Drift with Multidimensional Adaptation and Performance Guarantees Verónica Álvarez, Santiago Mazuelas, Jose A Lozano

NeurIPS 2020 Minimax Classification with 0-1 Loss and Performance Guarantees Santiago Mazuelas, Andrea Zanoni, Aritz Pérez