Royer, Martin

5 publications

TMLR 2026 Supervised Score Aggregation for Active Anomaly Detection Kevin Bleakley, Martin Royer, Benjamin Auder

JMLR 2024 Topological Analysis for Detecting Anomalies in Dependent Sequences: Application to Time Series Frédéric Chazal, Clément Levrard, Martin Royer

AISTATS 2021 ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning Martin Royer, Frederic Chazal, Clément Levrard, Yuhei Umeda, Yuichi Ike

AISTATS 2020 PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures Mathieu Carriere, Frederic Chazal, Yuichi Ike, Theo Lacombe, Martin Royer, Yuhei Umeda

NeurIPS 2017 Adaptive Clustering Through Semidefinite Programming Martin Royer