Martin Royer

According to our database, Martin Royer authored at least 7 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Supervised score aggregation for active anomaly detection.

Kevin Bleakley, Martin Royer, Benjamin Auder

Trans. Mach. Learn. Res., 2026

2024

Topological Analysis for Detecting Anomalies in dependent sequences: application to Time Series.

Frédéric Chazal, Clément Levrard, Martin Royer

J. Mach. Learn. Res., 2024

2021

ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning.

Martin Royer, Frédéric Chazal, Clément Levrard, Yuhei Umeda, Yuichi Ike

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures.

Mathieu Carrière, Frédéric Chazal, Yuichi Ike, Théo Lacombe, Martin Royer, Yuhei Umeda

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

ATOL: Automatic Topologically-Oriented Learning.

Martin Royer, Frédéric Chazal, Yuichi Ike, Yuhei Umeda

CoRR, 2019

A General Neural Network Architecture for Persistence Diagrams and Graph Classification.

Mathieu Carrière, Frédéric Chazal, Yuichi Ike, Théo Lacombe, Martin Royer, Yuhei Umeda

CoRR, 2019

2017

Adaptive Clustering through Semidefinite Programming.

Martin Royer

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017