Grants and Awards
- [2021-2022] Architecture of Ribosomal Protein Networks: towards the idea of molecular brains with Youri Timsit and Daniel Bennequin, Modélisation du vivant - AAP, CNRS
- NeurIPS 2022 Scholar Award
Publications
Journals
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Combining the Projective Consciousness Model and Virtual Humans to assess ToM capacity in Virtual Reality: a proof-of-concept.
D. Rudrauf, G. Sergeant-Perthuis, Y. Tisserand, T. Monnor, O. Belli.
ACM Transactions on Interactive Intelligent Systems, 2022. link to paper -
Modeling the subjective perspective of consciousness and its role in the control of behaviours.
D. Rudrauf, G. Sergeant-Perthuis, O. Belli, Y. Tisserand, G. Di Marzo Serugendo.
Journal of Theoretical Biology, 2022. link to paper, link to presentation -
Toward the idea of molecular brain.
Y. Timsit, G. Sergeant-Perthuis.
International Journal of Molecular Sciences, 2021. link to paper -
Evolution of ribosomal protein network architecture.
Y. Timsit, G. Sergeant-Perthuis and D. Bennequin.
Scientific Reports, 2021. link to paper
Proceedings of International Conferences
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A categorical approach to Statistical Mechanics.
G. Sergeant-Perthuis,
Accepted to GSI 2023, link to paper -
On Non-Linear operators for Geometric Deep Learning.
G. Sergeant-Perthuis, J. Maier, J. Bruna and E. Oyallon.
NeurIPS 2022 link to paper, link to presentation
Submitted
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Extra-fine sheaves and interaction decompositions.
D. Bennequin, J. P. Vigneaux, O. Peltre, G. Sergeant-Perthuis, 2020.
Recommended for acceptance, in revision for Algebraic and Geometric Topology. link to paper
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Action of the Euclidean versus Projective group on an agent's internal space in curiosity driven exploration: a formal analysis.
G. Sergeant-Perthuis, D. Rudrauf, D. Ognibene, D. Ognibene, and Y. Tisserand, 2023
Submitted to RO-MAN 2023, link to paper -
Intersection property and interaction decomposition.
G. Sergeant-Perthuis, 2019.
Submitted to Discrete Applied Mathematics link to paper
Preprints
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Regionalized optimization.
G. Sergeant-Perthuis, 2022
link to paper, link to presentation -
Interaction decomposition for Hilbert spaces.
G. Sergeant-Perthuis, 2021.
(Re)Submission to Compositionality link to paper -
Interaction decomposition for presheaves.
G. Sergeant-Perthuis, 2020. link to paper -
Bayesian/graphoid intersection property for factorisation models.
G. Sergeant-Perthuis, 2019. link to paper
Talks
- A categorical approach to Statistical Mechanics.
Arbeitsgruppenseminar Analysis, Institut für Mathematik Potsdam, 28 April, 2022 - The Projective Consciousness Model: an on-board system for simulating the integrative role of projective geometry in the control of social-affective agents.
with D. Rudrauf, Category Theory for Consciousness Science, Oxford, 16 April, 2023 - Optimization over presheaves and message passing algorithms (with applications).
Foundations of Geometric Statistics and Their Application in the Life Sciences (G-Stats) Seminar, Inria d’Université Côte d’Azur, 19 January 2023, Slides - Optimization over presheaves and message passing algorithms (with applications).
Algorithmes et Biologie Structurale (ABS) Seminar, Inria d’Université Côte d’Azur, 17 January 2023, Slides - Compositionality as a computational framework for encoding data with geometric structure and perspectives for the study of the ribosome as an information processing system.
Algorithmes et Biologie Structurale (ABS) Seminar, Inria d’Université Côte d’Azur, 17 January 2023 - On Non-Linear operators for Geometric Deep Learning.
NeurIPS 2022, 30 November 2022, Slides (open with Acrobate Reader for animations) - On Non-Linear operators for Geometric Deep Learning.
NeurIPS@Paris , Paris, 24 November 2022, Poster - Structured representations in learning and action.
MLIA Team meeting , ISIR, Sorbonne Université, Paris, 16 October 2022, Slides - The role of consciousness in social active inference and the emergence of adaptive and maladaptive behaviours.
Computational phenomenology weekly discussion group, VERSES Research Lab/Spatial Web Foundation, 6 October 2022 - Regionalized optimisation and message passing algorithms.
Séminaire du Centre de Recherche en Informatique de Lens (CRIL) , Lens, 31 March 2022, Slides - Regionalized optimisation and message passing algorithms.
Workshop 'Geometrie de Wassertein, Laboratoire de Mathematique de Lens, Lens, 17 December 2021 - Active inference with perspective taking.
Workshop 'Geometrie de Wassertein', Laboratoire de Mathematique de Lens, Lens, 17 December 2021 - The role of consciousness in social active inference and the emergence of adaptive and maladaptive behaviors.
XXIX CONGRESSO NAZIONALE , SIPF, Palermo, 1 October 2021 - The role of consciousness in social active inference and the emergence of adaptive and maladaptive behaviors.
Seminario del Istituto di Fisiologia Umana, Istituto di Fisiologia Umana, University of Palermo
29 September 2021, Slides - Modelling consciousness using projective geometry.
Seminar on consciousness, LPNC, at Grenoble, 21 September 2021