| 2025 | ICLR | 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, Balzs Kgl |
| 2025 | ICML | AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting. | Abdelhakim Benechehab, Vasilii Feofanov, Giuseppe Paolo, Albert Thomas, Maurizio Filippone, Balzs Kgl |
| 2024 | WSC | Informing Building Retrofits Using Surrogates of Physics-Based Simulation Models: A Comparison of Multi-Objective Optimization Algorithms. | Seif Qiblawi, Elin Markarian, Shivram Krishnan, Anagha Divakaran, Albert Thomas, Elie Azar |
| 2023 | WSC | A Customizable Community-Building-Energy-Modeling Decision Support System (CCBEM-DSS) for Net-Zero Planning in Developing Countries. | Omprakash Ramalingam Rethnam, Albert Thomas |
| 2023 | WSC | A Value Stream Mapping-Based Discrete Event Simulation Template For Lean Off-Site Construction Activities. | Prashanth Kumar Sreram, Albert Thomas |
| 2022 | WSC | A System Dynamics Simulation-Based Sustainability Benchmarking. | Ann Francis, Albert Thomas |
| 2021 | ICLR | Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose? | Balzs Kgl, Gabriel Hurtado, Albert Thomas |
| 2021 | ICML | Best Arm Identification in Graphical Bilinear Bandits. | Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre |
| 2018 | ICDM | Parallel Contextual Bandits in Wireless Handover Optimization. | Igor Colin, Albert Thomas, Moez Draief |
| 2017 | AISTATS | Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere. | Albert Thomas, Stphan Clmenon, Alexandre Gramfort, Anne Sabourin |
| 2016 | WSC | Distributed simulation framework to analyze the energy effects of adaptive thermal comfort behavior of building occupants. | Albert Thomas, Carol C. Menassa, Vineet R. Kamat |
| 2015 | DSAA | Calibration of One-Class SVM for MV set estimation. | Albert Thomas, Vincent Feuillard, Alexandre Gramfort |