Arnaud Pannatier

According to our database, Arnaud Pannatier authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Inference from Real-World Sparse Measurements.

Arnaud Pannatier, Kyle Matoba, François Fleuret

Trans. Mach. Learn. Res., 2024

{\sigma}-GPTs: A New Approach to Autoregressive Models.

Arnaud Pannatier, Evann Courdier, François Fleuret

CoRR, 2024

σ-GPTs: A New Approach to Autoregressive Models.

Arnaud Pannatier, Evann Courdier, François Fleuret

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

HyperMixer: An MLP-based Low Cost Alternative to Transformers.

Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Accurate Extrinsic Prediction of Physical Systems Using Transformers.

Arnaud Pannatier, Kyle Matoba, François Fleuret

CoRR, 2022

HyperMixer: An MLP-based Green AI Alternative to Transformers.

Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson

CoRR, 2022

Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm.

Arnaud Pannatier, Ricardo Picatoste, François Fleuret

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022