Guillaume Dumas

32 papers A* 2B 1Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Grokking Finite-Dimensional Algebra.
CoRR
Pascal Tikeng Notsawo Jr., Guillaume Dumas, Guillaume Rabusseau
2026 A* conf
Persistent Instability in LLM's Personality Measurements: Effects of Scale, Reasoning, and Conversation History.
AAAI
Tommaso Tosato, Saskia Helbling, Yorguin José Mantilla Ramos, Mahmood Hegazy, Alberto Tosato, David John Lemay, Irina Rish, Guillaume Dumas
2026 J jnl
Towards Multi-Brain Decoding in Autism: A Self-Supervised Learning Approach.
Neuroinformatics
Ghazaleh Ranjabaran, Quentin Moreau, Adrien Dubois, Guillaume Dumas
2025 A* conf
Grokking Beyond the Euclidean Norm of Model Parameters.
ICML
Pascal Tikeng Notsawo Jr., Guillaume Dumas, Guillaume Rabusseau
2025 J jnl
Grokking Beyond the Euclidean Norm of Model Parameters.
CoRR
Pascal Tikeng Notsawo Jr., Guillaume Dumas, Guillaume Rabusseau
2025 J jnl
Mapping of Subjective Accounts into Interpreted Clusters (MOSAIC): Topic Modelling and LLM applied to Stroboscopic Phenomenology.
CoRR
Romy Beauté, David J. Schwartzman, Guillaume Dumas, Jennifer Crook, Fiona Macpherson, Adam B. Barrett, Anil K. Seth
2025 J jnl
Persistent Instability in LLM's Personality Measurements: Effects of Scale, Reasoning, and Conversation History.
CoRR
Tommaso Tosato, Saskia Helbling, Yorguin José Mantilla Ramos, Mahmood Hegazy, Alberto Tosato, David John Lemay, Irina Rish, Guillaume Dumas
2025 J jnl
Proceedings of 1st Workshop on Advancing Artificial Intelligence through Theory of Mind.
CoRR
Mouad Abrini, Omri Abend, Dina M. Acklin, Henny Admoni, Gregor Aichinger, Nitay Alon, Zahra Ashktorab, Ashish Atreja, Moises Auron, Alexander Aufreiter, Raghav Awasthi, Soumya Banerjee, Joseph M. Barnby, Rhea Basappa, Severin Bergsmann, Djallel Bouneffouf, Patrick Callaghan, Marc Cavazza, Thierry Chaminade, Sonia Chernova, Mohamed Chetouani, Moumita Choudhury, Axel Cleeremans, Jacek B. Cywinski, Fabio Cuzzolin, Hokin Deng, N'yoma Diamond, Camilla Di Pasquasio, Guillaume Dumas, Max J. van Duijn, Mahapatra Dwarikanath, Qingying Gao, Ashok K. Goel, Rebecca Goldstein, Matthew C. Gombolay, Gabriel Enrique Gonzalez, Amar Halilovic, Tobias Halmdienst, Mahimul Islam, Julian Jara-Ettinger, Natalie Kastel, Renana Keydar, Ashish K. Khanna, Mahdi Khoramshahi, Jihyun Kim, MiHyeon Kim, YoungBin Kim, Senka Krivic, Nikita Krasnytskyi, Arun Kumar, JuneHyoung Kwon, Eunju Lee, Shane Lee, Peter R. Lewis, Xue Li, Yijiang Li, Michal Lewandowski, Nathan Lloyd, Matthew B. Luebbers, Dezhi Luo, Haiyun Lyu, Dwarikanath Mahapatra, Kamal Maheshwari, Mallika Mainali, Piyush Mathur, Patrick Mederitsch, Shuwa Miura, Manuel Preston de Miranda, Reuth Mirsky, Shreya Mishra, Nina Moorman, Katelyn Morrison, John Muchovej, Bernhard Nessler, Felix Nessler, Hieu Minh Jord Nguyen, Abby Ortego, Francis A. Papay, Antoine Pasquali, Hamed Rahimi, Charumathi Raghu, Amanda L. Royka, Stefan Sarkadi, Jaelle Scheuerman, Simon Schmid, Paul Schrater, Anik Sen, Zahra Sheikhbahaee, Ke Shi, Reid G. Simmons, Nishant Singh, Mason O. Smith, Ramira van der Meulen, Anthia Solaki, Haoran Sun, Viktor Szolga, Matthew E. Taylor, Travis Taylor, Sanne van Waveren, Juan David Vargas
2024 J jnl
Collective decision making by embodied neural agents.
CoRR
Nicolas Coucke, Mary Katherine Heinrich, Axel Cleeremans, Marco Dorigo, Guillaume Dumas
2024 J jnl
Effective Latent Differential Equation Models via Attention and Multiple Shooting.
Trans. Mach. Learn. Res.
Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Pablo Polosecki, Irina Rish, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas
2024 J jnl
Lost in Translation: The Algorithmic Gap Between LMs and the Brain.
CoRR
Tommaso Tosato, Pascal Tikeng Notsawo Jr., Saskia Helbling, Irina Rish, Guillaume Dumas
2023 J jnl
Attention Schema in Neural Agents.
CoRR
Dianbo Liu, Samuele Bolotta, He Zhu, Yoshua Bengio, Guillaume Dumas
2023 J jnl
GOKU-UI: Ubiquitous Inference through Attention and Multiple Shooting for Continuous-time Generative Models.
CoRR
Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Irina Rish, Pablo Polosecki, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas
2023 J jnl
Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok.
CoRR
Pascal Tikeng Notsawo Jr., Hattie Zhou, Mohammad Pezeshki, Irina Rish, Guillaume Dumas
2023 J jnl
Sources of Richness and Ineffability for Phenomenally Conscious States.
CoRR
Xu Ji, Eric Elmoznino, George Deane, Axel Constant, Guillaume Dumas, Guillaume Lajoie, Jonathan Simon, Yoshua Bengio
2023 J jnl
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series.
Trans. Mach. Learn. Res.
Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad-Javad Darvishi Bayazi, Pooneh Mousavi, Guillaume Dumas, Irina Rish
2022 — conf
A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture.
IWAI
Natalie Kastel, Guillaume Dumas
2022 J jnl
Generative Models of Brain Dynamics.
Frontiers Artif. Intell.
Mahta Ramezanian-Panahi, Germán Abrevaya, Jean-Christophe Gagnon-Audet, Vikram Voleti, Irina Rish, Guillaume Dumas
2022 J jnl
PyNM: a Lightweight Python implementation of Normative Modeling.
J. Open Source Softw.
Annabelle Harvey, Guillaume Dumas
2022 J jnl
Social Neuro AI: Social Interaction as the "Dark Matter" of AI.
Frontiers Comput. Sci.
Samuele Bolotta, Guillaume Dumas
2022 J jnl
Technologically-assisted communication attenuates inter-brain synchrony.
NeuroImage
Linoy Schwartz, Jonathan Levy, Yaara Endevelt-Shapira, Amir Djalovski, Olga Hayut, Guillaume Dumas, Ruth Feldman
2022 J jnl
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series Tasks.
CoRR
Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad-Javad Darvishi Bayazi, Guillaume Dumas, Irina Rish
2021 J jnl
Human attachments shape interbrain synchrony toward efficient performance of social goals.
NeuroImage
Amir Djalovski, Guillaume Dumas, Sivan Kinreich, Ruth Feldman
2021 J jnl
Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks.
Neural Comput.
Germán Abrevaya, Guillaume Dumas, Aleksandr Y. Aravkin, Peng Zheng, Jean-Christophe Gagnon-Audet, James R. Kozloski, Pablo Polosecki, Guillaume Lajoie, David D. Cox, Silvina Ponce Dawson, Guillermo A. Cecchi, Irina Rish
2021 J jnl
Social Neuro AI: Social Interaction as the "dark matter" of AI.
CoRR
Samuele Bolotta, Guillaume Dumas
2021 J jnl
The meaning of significant mean group differences for biomarker discovery.
PLoS Comput. Biol.
Eva Loth, Jumana Ahmad, Chris Chatham, Beatriz López, Ben Carter, Daisy Crawley, Bethany Oakley, Hannah Hayward, Jennifer Cooke, Antonia San José Cáceres, Danilo Bzdok, Emily J. H. Jones, Tony Charman, Christian F. Beckmann, Thomas Bourgeron, Roberto Toro, Jan K. Buitelaar, Declan G. M. Murphy, Guillaume Dumas
2018 J jnl
Systems of Global Governance in the Era of Human-Machine Convergence.
CoRR
Eugenio Maria Battaglia, Jie Mei, Guillaume Dumas
2017 — ch.
Interpersonal Synchrony: From Social Perception to Social Interaction.
Social Signal Processing
Mohamed Chetouani, Emilie Delaherche, Guillaume Dumas, David Cohen
2015 J jnl
Automatic measure of imitation during social interaction: A behavioral and hyperscanning-EEG benchmark.
Pattern Recognit. Lett.
Emilie Delaherche, Guillaume Dumas, Jacqueline Nadel, Mohamed Chetouani
2014 B conf
Coordination dynamics: Bidirectional coupling between humans, machines and brains.
SMC
J. A. Scott Kelso, Emmanuelle Tognoli, Guillaume Dumas
2013 J jnl
Outline of a general theory of behavior and brain coordination.
Neural Networks
J. A. Scott Kelso, Guillaume Dumas, Emmanuelle Tognoli
2009 J jnl
Ultra-Sensitive Capacitive Detection Based on SGMOSFET Compatible With Front-End CMOS Process.
IEEE J. Solid State Circuits
Éric Colinet, Cedric Durand, Laurent Duraffourg, Patrick Audebert, Guillaume Dumas, Fabrice Casset, Eric Ollier, Pascal Ancey, Jean-François Carpentier, Lionel Buchaillot, Adrian M. Ionescu