Pierre-Yves Lagrave

According to our database, Pierre-Yves Lagrave authored at least 4 papers between 2020 and 2021.

Collaborative distances:

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

2021

${{\, \mathrm{SU}\, }}(1, 1)$ Equivariant Neural Networks and Application to Robust Toeplitz Hermitian Positive Definite Matrix Classification.

Pierre-Yves Lagrave, Yann Cabanes, Frédéric Barbaresco

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

${{\,\textrm{SL}\,}}(2,\mathbb {Z})$-Equivariant Machine Learning with Modular Forms Theory and Applications.

Pierre-Yves Lagrave

Proceedings of the Geometric Science of Information - 6th International Conference, 2021

Toward Geometrical Robustness with Hybrid Deep Learning and Differential Invariants Theory.

Pierre-Yves Lagrave, Mathieu Riou

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

A Principal Component Analysis Approach for Embedding Local Symmetries into Deep Learning Algorithms.

Pierre-Yves Lagrave

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops, 2020