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Analytical Genomics
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Last publications
Grégoire Sergeant-Perthuis. Compositional statistical mechanics, entropy and variational inference.
Twelfth Symposium on Com- positional Structures (SYCO 12)
, Apr 2024, Birmingham (UK), United Kingdom.
⟨hal-04518736⟩
Grégoire Sergeant-Perthuis, Tonglin Yan, Nils Ruet, Kenneth Williford, David Rudrauf. Integrated Information Theory (IIT) with Simple Maths. 2024.
⟨hal-04531404⟩
Grégoire Sergeant-Perthuis, Nils Ruet. Inference on diagrams in the category of Markov kernels (Extended abstract). 2024.
⟨hal-04527780⟩
Grégoire Sergeant-Perthuis. Compositional statistical mechanics, entropy and variational free energy (Extended abstract). 2024.
⟨hal-04527775⟩
Grégoire Sergeant-Perthuis. Characterization of extreme Gibbs measures for a Categorical Approach to Statistical Mechanics. 2024.
⟨hal-04456412v2⟩
Grégoire Sergeant-Perthuis, Nils Ruet, David Rudrauf, Dimitri Ognibene, Yvain Tisserand. Influence of the Geometry of the world model on Curiosity Based Exploration. 2024.
⟨hal-04054736v2⟩
Valentin Lombard, Sergei Grudinin, Elodie Laine. Explaining Conformational Diversity in Protein Families through Molecular Motions. 2024.
⟨hal-04442287⟩
Johanna Trost, Julia Haag, Dimitri Höhler, Laurent Jacob, Alexandros Stamatakis, et al.. Simulations of sequence evolution: how (un)realistic they are and why. 2023.
⟨hal-04304279⟩
Alessandra Carbone, Aurélien Decelle, Lorenzo Rosset, Beatriz Seoane. Fast and Functional structured data generator.
ICML 2023 - Workshop on Structured Probabilistic Inference & Generative Modeling
, Jul 2023, Honolulu, United States.
⟨hal-04342214⟩
Antoine Villié, Philippe Veber, Yohann de Castro, Laurent Jacob. Neural Networks beyond explainability: Selective inference for sequence motifs.
Transactions on Machine Learning Research Journal
, 2023,
⟨10.48550/arXiv.2212.12542⟩
.
⟨hal-03895446⟩
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Number of fulltext
50
Number of references
60
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