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Pierre-Yves Lagrave
ORCID
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 4
Top Topics
Deep Learning
Positive Definite
Covariance Matrix
Neural Network
Top Venues
GSI (2)
SAFECOMP Workshops
GSI
AAAI Spring Symposium: MLPS
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Publications
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Pierre-Yves Lagrave
${{\,\textrm{SL}\,}}(2,\mathbb {Z})$-Equivariant Machine Learning with Modular Forms Theory and Applications.
GSI (2)
(2021)
Pierre-Yves Lagrave
,
Yann Cabanes
,
Frédéric Barbaresco
${{\, \mathrm{SU}\, }}(1, 1)$ Equivariant Neural Networks and Application to Robust Toeplitz Hermitian Positive Definite Matrix Classification.
GSI
(2021)
Pierre-Yves Lagrave
,
Mathieu Riou
Toward Geometrical Robustness with Hybrid Deep Learning and Differential Invariants Theory.
AAAI Spring Symposium: MLPS
(2021)
Pierre-Yves Lagrave
A Principal Component Analysis Approach for Embedding Local Symmetries into Deep Learning Algorithms.
SAFECOMP Workshops
(2020)