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Ambroise Odonnat
Ambroise Odonnat
Ph.D. Student - Huawei Noah's Ark Lab & Inria
Подтвержден адрес электронной почты в домене huawei.com - Главная страница
Название
Процитировано
Процитировано
Год
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
R Ilbert*, A Odonnat*, V Feofanov, A Virmaux, G Paolo, T Palpanas, ...
ICML Oral, 2024
17*2024
Leveraging ensemble diversity for robust self-training in the presence of sample selection bias
A Odonnat, V Feofanov, I Redko
AISTATS, 2024
72024
Large Language Models as Markov Chains
O Zekri*, A Odonnat*, A Benechehab, L Bleistein, N Boullé, I Redko*
arXiv, 2024
62024
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift
R Xie, A Odonnat, V Feofanov, I Redko, J Zhang, B An
arXiv, 2024
1*2024
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
R Ilbert, M Tiomoko, C Louart, A Odonnat, V Feofanov, T Palpanas, ...
NeurIPS Spotlight, 2025
2025
Zero-shot Model-based Reinforcement Learning using Large Language Models
A Benechehab, YAE Hili, A Odonnat, O Zekri, A Thomas, G Paolo, ...
ICLR, 2025
2025
Easing Optimization Paths: a Circuit Perspective
A Odonnat*, W Bouaziz*, V Cabannes
ICASSP, 2025
2025
Clustering Head: A Visual Case Study of the Training Dynamics in Transformers
A Odonnat, W Bouaziz, V Cabannes
arXiv, 2024
2024
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts
R Xie*, A Odonnat*, V Feofanov*, W Deng, J Zhang, B An
NeurIPS, 2024
2024
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation
Y Lalou, T Gnassounou, A Collas, A de Mathelin, O Kachaiev, A Odonnat, ...
arXiv, 2024
2024
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Статьи 1–10