Thomas, Albert

7 publications

ICML 2025 AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting Abdelhakim Benechehab, Vasilii Feofanov, Giuseppe Paolo, Albert Thomas, Maurizio Filippone, Balázs Kégl

ICLRW 2025 AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting Abdelhakim Benechehab, Vasilii Feofanov, Giuseppe Paolo, Albert Thomas, Maurizio Filippone, Balázs Kégl

ICLR 2025 Zero-Shot Model-Based Reinforcement Learning Using Large Language Models Abdelhakim Benechehab, Youssef Attia El Hili, Ambroise Odonnat, Oussama Zekri, Albert Thomas, Giuseppe Paolo, Maurizio Filippone, Ievgen Redko, Balázs Kégl

NeurIPS 2022 An $\alpha$-No-Regret Algorithm for Graphical Bilinear Bandits Geovani Rizk, Igor Colin, Albert Thomas, Rida Laraki, Yann Chevaleyre

ICML 2021 Best Arm Identification in Graphical Bilinear Bandits Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre

ICLR 2021 Model-Based Micro-Data Reinforcement Learning: What Are the Crucial Model Properties and Which Model to Choose? Balázs Kégl, Gabriel Hurtado, Albert Thomas

AISTATS 2017 Anomaly Detection in Extreme Regions via Empirical MV-Sets on the Sphere Albert Thomas, Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin