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Author’s Latest Publications
- research-article
Generalized preference optimization: a unified approach to offline alignment
- Yunhao Tang,
- Daniel Zhaohan Guo,
- Zeyu Zheng,
- Daniele Calandriello,
- Rémi Munos,
- Mark Rowland,
- Pierre Harvey Richemond,
- Michal Valko,
- Bernardo Ávila Pires,
- Bilal Piot
July 2024ICML'24: Proceedings of the 41st International Conference on Machine Learning - research-article
Human alignment of large language models through online preference optimisation
- Daniele Calandriello,
- Zhaohan Daniel Guo,
- Remi Munos,
- Mark Rowland,
- Yunhao Tang,
- Bernardo Avila Pires,
- Pierre Harvey Richemond,
- Charline Le Lan,
- Michal Valko,
- Tianqi Liu,
- Rishabh Joshi,
- Zeyu Zheng,
- Bilal Piot
July 2024ICML'24: Proceedings of the 41st International Conference on Machine Learning - research-article
Understanding self-predictive learning for reinforcement learning
- Yunhao Tang,
- Zhaohan Daniel Guo,
- Pierre Harvey Richemond,
- Bernardo Ávila Pires,
- Yash Chandak,
- Rémi Munos,
- Mark Rowland,
- Mohammad Gheshlaghi Azar,
- Charline Le Lan,
- Clare Lyle,
- András György,
- Shantanu Thakoor,
- Will Dabney,
- Bilal Piot,
- Daniele Calandriello,
- Michal Valko
July 2023ICML'23: Proceedings of the 40th International Conference on Machine Learning - research-article
The edge of orthogonality: a simple view of what makes BYOL tick
July 2023ICML'23: Proceedings of the 40th International Conference on Machine Learning - research-article
Data distributional properties drive emergent in-context learning in transformers
- Stephanie C.Y. Chan,
- Adam Santoro,
- Andrew K. Lampinen,
- Jane X. Wang,
- Aaditya K. Singh,
- Pierre H. Richemond,
- James L. McClelland,
- Felix Hill
November 2022NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems - research-article
Bootstrap your own latent a new approach to self-supervised learning
- Jean-Bastien Grill,
- Florian Strub,
- Florent Altché,
- Corentin Tallec,
- Pierre H. Richemond,
- Elena Buchatskaya,
- Carl Doersch,
- Bernardo Avila Pires,
- Zhaohan Daniel Guo,
- Mohammad Gheshlaghi Azar,
- Bilal Piot,
- Koray Kavukcuoglu,
- Rémi Munos,
- Michal Valko
December 2020NIPS '20: Proceedings of the 34th International Conference on Neural Information Processing Systems