Pérez, Aritz

7 publications

NeurIPS 2024 PAC-Bayes-Chernoff Bounds for Unbounded Losses Ioar Casado, Luis A. Ortega, Aritz Pérez, Andrés R. Masegosa

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

ECML-PKDD 2021 Rank Aggregation for Non-Stationary Data Streams Ekhine Irurozki, Aritz Pérez, Jesus L. Lobo, Javier Del Ser

PGM 2020 Learning Decomposable Models by Coarsening George Orfanides, Aritz Pérez

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

PGM 2018 Approximating the Maximum Weighted Decomposable Graph Problem with Applications to Probabilistic Graphical Models Aritz Pérez, Christian Blum, Jose A. Lozano

ECML-PKDD 2017 On-Line Dynamic Time Warping for Streaming Time Series Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano