Dumas, Guillaume

10 publications

ICML 2025 Grokking Beyond the Euclidean Norm of Model Parameters Tikeng Notsawo Pascal Junior, Guillaume Dumas, Guillaume Rabusseau

TMLR 2024 Effective Latent Differential Equation Models via Attention and Multiple Shooting Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Pablo Polosecki, Irina Rish, Silvina Ponce Dawson, Guillermo Cecchi, Guillaume Dumas

NeurIPSW 2024 General-Purpose Brain Foundation Models for Time-Series Neuroimaging Data Mohammad Javad Darvishi Bayazi, Hena Ghonia, Roland Riachi, Bruno Aristimunha, Arian Khorasani, Md Rifat Arefin, Amin Darabi, Guillaume Dumas, Irina Rish

NeurIPSW 2024 LLMs and Personalities: Inconsistencies Across Scales Tosato Tommaso, Mahmood Hegazy, David Lemay, Mohammed Abukalam, Irina Rish, Guillaume Dumas

ICMLW 2024 Lost in Translation: The Algorithmic Gap Between LMs and the Brain Tosato Tommaso, Tikeng Notsawo Pascal Junior, Helbling Saskia, Irina Rish, Guillaume Dumas

ICMLW 2024 Scalable Approaches for a Theory of Many Minds Maximilian Puelma Touzel, Amin Memarian, Matthew Riemer, Andrei Mircea, Andrew Robert Williams, Elin Ahlstrand, Lucas Lehnert, Rupali Bhati, Guillaume Dumas, Irina Rish

NeurIPSW 2023 Attention Schema in Neural Agents Dianbo Liu, Samuele Bolotta, Mike He Zhu, Zahra Sheikhbahaee, Yoshua Bengio, Guillaume Dumas

NeurIPSW 2023 Effective Latent Differential Equation Models via Attention and Multiple Shooting Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Pablo Polosecki, Irina Rish, Silvina Ponce Dawson, Guillermo Cecchi, Guillaume Dumas

TMLR 2023 WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad Javad Darvishi Bayazi, Pooneh Mousavi, Guillaume Dumas, Irina Rish

NeurIPSW 2022 Towards Clinical Phenotyping at Scale with Serious Games in Mixed Reality Mariem Hafsia, Romain Trachel, Guillaume Dumas