Personal home page of Gregoire Sergeant-Perthuis
Interests: Categorical probability theory, Statistical Physics, Artificial Intelligence, Biology, Neurosciences
My PhD thesis Full text
Postdoctoral researcher (University of Geneva)
Research work: (Pre-)Publications
"Bayesian/graphoid intersection property for factorisation models", arXiv:1903.06026, 2019.
"Intersection property and interaction decomposition", arXiv:1904.09017v1, 2019.
"Interaction decomposition for presheaves", arXiv:2008.09029v2, 2020.
"Around intersection property and interaction decomposition", 2020.
"Extra-fine sheaves and interaction decompositions" (with D. Bennequin, J. P. Vigneaux, O. Peltre), arXiv:2009.12646 , 2020.
"Evolution of ribosomal protein network architecture" (with D. Bennequin, Y. Timsit), Scientific Reports, 2021.
"The role of consciousness in biological cybernetics: emergent adaptive and maladaptive behaviours in artificial agents governed by the projective consciousness model" (with D. Rudrauf, O. Belli, Y. Tisserand, G. Di Marzo Serugendo), arXiv:2012.12963, 2020.
"Combining the Projective Consciousness Model and Virtual Humans to assess ToM capacity in Virtual Reality: a proof-of-concept" (with D. Rudrauf, Y. Tisserand, T. Monnor, O. Belli), arXiv:2104.07053, 2021.
Supervision
Rida Lali (Master 1 ENS-Paris-Saclay) : 'Active inference for emotional agents within the PCM' (at Lab for MulTimodal Modelling of Emotion and Feeling, University of Geneva)
Robin Sobczyk (Licence 3 ENS-Paris-Saclay): 'Use of heuristics for improving computation times of the Projective Consciousness Model' (at Lab for MulTimodal Modelling of Emotion and Feeling, University of Geneva)
Teaching
Statistique, Master 1, University of Paris
Analyse de données, Master 1, University of Paris
Statistiques et simulations probabilistes Licence 3, Université de Paris
Statistiques inférentielles, Licence 1, IUT Paris Descartes
Probabilité et simulations 1, Licence 1, IUT Paris Descartes
Analyse de Hilbert et de Fourier, Licence 3, Université Paris Diderot