Publications

The list of publications from members of the team can be found below (*equal contribution).

PontTuset SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
Romain Ilbert*, Ambroise Odonnat*, Vasilii Feofanov, Aladin Virmaux, Giuseppe Paolo, Themis Palpanas, Ievgen Redko
ICML 2024 - Oral (top 5%). Also presented at CAp 2024 (oral).
arXiv / OpenReview / code

PontTuset Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias
Ambroise Odonnat, Vasilii Feofanov, Ievgen Redko
AISTATS 2024. Also presented at CAp 2024 (long oral).
arXiv / PMLR / code