Bondu, Alexis

7 publications

TMLR 2025 Early Classification of Time Series: A Survey and Benchmark Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

TMLR 2024 Mislabeled Examples Detection Viewed as Probing Machine Learning Models: Concepts, Survey and Extensive Benchmark Thomas George, Pierre Nodet, Alexis Bondu, Vincent Lemaire

MLJ 2023 Biquality Learning: A Framework to Design Algorithms Dealing with Closed-Set Distribution Shifts Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols

ACML 2022 When to Classify Events in Open Times Series? Youssef Achenchabe, Alexis Bondu, Cornuéjols Antoine, Lemaire Vincent

MLJ 2021 Early Classification of Time Series Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Asma Dachraoui

ACML 2019 FEARS: A Feature and Representation Selection Approach for Time Series Classification Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka

ECML-PKDD 2015 Early Classification of Time Series as a Non Myopic Sequential Decision Making Problem Asma Dachraoui, Alexis Bondu, Antoine Cornuéjols