Laurent Charlin
HEC Montréal
H-index: 30
North America-Canada
Top articles of Laurent Charlin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Joint bayesian inference of graphical structure and parameters with a single generative flow network | Neural Information Processing Systems 2023 | Tristan Deleu Mizu Nishikawa-Toomey Jithendaraa Subramanian Nikolay Malkin Laurent Charlin | 2023/5/30 |
LitLLM: A Toolkit for Scientific Literature Review | Shubham Agarwal Issam H Laradji Laurent Charlin Christopher Pal | 2024/2/2 | |
Integrating Present and Past in Unsupervised Continual Learning | arXiv preprint arXiv:2404.19132 | Yipeng Zhang Laurent Charlin Richard Zemel Mengye Ren | 2024/4/29 |
Applying Recurrent Neural Networks and Blocked Cross-Validation to Model Conventional Drinking Water Treatment Processes | Water | Aleksandar Jakovljevic Laurent Charlin Benoit Barbeau | 2024/4/4 |
Price forecasting in the Ontario electricity market via TriConvGRU hybrid model: Univariate vs. multivariate frameworks | Applied Energy | Behdad Ehsani Pierre-Olivier Pineau Laurent Charlin | 2024/4/1 |
Model-Based Graph Reinforcement Learning for Inductive Traffic Signal Control | arXiv preprint arXiv:2208.00659 | François-Xavier Devailly Denis Larocque Laurent Charlin | 2022/8/1 |
Towards compute-optimal transfer learning | arXiv preprint arXiv:2304.13164 | Massimo Caccia Alexandre Galashov Arthur Douillard Amal Rannen-Triki Dushyant Rao | 2023/4/25 |
Improving the generalizability and robustness of large-scale traffic signal control | IEEE Open Journal of Intelligent Transportation Systems | Tianyu Shi François-Xavier Devailly Denis Larocque Laurent Charlin | 2023/11/13 |
Should We Feed the Trolls? Using Marketer-Generated Content to Explain Average Toxicity and Product Usage | Journal of Interactive Marketing | Marcelo Vinhal Nepomuceno Hooman Rahemi Tolga Cenesizoglu Laurent Charlin | 2023/11 |
Plan-based Prompting Improves Literature Review Generation | Shubham Agarwal Issam H Laradji Laurent Charlin Christopher Pal | 2023/10/13 | |
A Case Study of Instruction Tuning with Mixture of Parameter-Efficient Experts | Oleksiy Ostapenko Lucas Caccia Zhan Su Nicolas Le Roux Laurent Charlin | 2023/11/26 | |
Operational Research: methods and applications | Fotios Petropoulos Gilbert Laporte Emel Aktas Sibel A Alumur Claudia Archetti | 2023/9/9 | |
Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation | Timothée Lesort Oleksiy Ostapenko Pau Rodríguez Diganta Misra Md Rifat Arefin | 2023/11/20 | |
From IID to the Independent Mechanisms assumption in continual learning | Oleksiy Ostapenko Pau Rodríguez Alexandre Lacoste Laurent Charlin | 2023/6/4 | |
Task-Agnostic Continual Reinforcement Learning: Gaining Insights and Overcoming Challenges | Massimo Caccia Jonas Mueller Taesup Kim Laurent Charlin Rasool Fakoor | 2022 | |
COIL: A deep architecture for column generation | Behrouz Babaki Laurent Charlin Sanjay Dominik Jena | 2022/9 | |
The machine learning for combinatorial optimization competition (ml4co): Results and insights | Maxime Gasse Simon Bowly Quentin Cappart Jonas Charfreitag Laurent Charlin | 2022/7/20 | |
Recommender Systems with Integrated Visual Representations | Arash Hamidian Laurent Charlin | 2022/12 | |
Continual learning with foundation models: An empirical study of latent replay | Oleksiy Ostapenko Timothee Lesort Pau Rodríguez Md Rifat Arefin Arthur Douillard | 2022/11/28 | |
Learning to cut by looking ahead: Cutting plane selection via imitation learning | Max B Paulus Giulia Zarpellon Andreas Krause Laurent Charlin Chris Maddison | 2022 |
Co-Authors
