Joelle Pineau
McGill University
H-index: 74
North America-Canada
Top articles of Joelle Pineau
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Rethinking Machine Learning Benchmarks in the Context of Professional Codes of Conduct | Peter Henderson Jieru Hu Mona Diab Joelle Pineau | 2024/3/12 | |
A novel and efficient machine learning Mendelian randomization estimator applied to predict the safety and efficacy of sclerostin inhibition | medRxiv | Marc-André Legault Jason Hartford Benoît J Arsenault Archer Y Yang Joelle Pineau | 2024/1/31 |
Estimating causal effects with optimization-based methods: A review and empirical comparison | Martin Cousineau Vedat Verter Susan A Murphy Joelle Pineau | 2023/1/16 | |
Publisher Correction: Advancing ethics review practices in AI research | Nature Machine Intelligence | Madhulika Srikumar Rebecca Finlay Grace Abuhamad Carolyn Ashurst Rosie Campbell | 2023/1 |
Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement Learning | Maxime Wabartha Joelle Pineau | 2023/10/13 | |
[TACL] Questions Are All You Need to Train a Dense Passage Retriever | Devendra Sachan Mike Lewis Dani Yogatama Luke Zettlemoyer Joelle Pineau | 2023/7 | |
Questions are all you need to train a dense passage retriever | Transactions of the Association for Computational Linguistics | Devendra Singh Sachan Mike Lewis Dani Yogatama Luke Zettlemoyer Joelle Pineau | 2023/6/20 |
Circulating proteins to predict COVID-19 severity | Scientific Reports | Chen-Yang Su Sirui Zhou Edgar Gonzalez-Kozlova Guillaume Butler-Laporte Elsa Brunet-Ratnasingham | 2023/4/17 |
The curious case of absolute position embeddings | arXiv preprint arXiv:2210.12574 | Koustuv Sinha Amirhossein Kazemnejad Siva Reddy Joelle Pineau Dieuwke Hupkes | 2022/10/23 |
Block contextual mdps for continual learning | Shagun Sodhani Franziska Meier Joelle Pineau Amy Zhang | 2022/5/11 | |
Robust policy learning over multiple uncertainty sets | Annie Xie Shagun Sodhani Chelsea Finn Joelle Pineau Amy Zhang | 2022/6/28 | |
Improving passage retrieval with zero-shot question generation | arXiv preprint arXiv:2204.07496 | Devendra Singh Sachan Mike Lewis Mandar Joshi Armen Aghajanyan Wen-tau Yih | 2022/4/15 |
A generalized bootstrap target for value-learning, efficiently combining value and feature predictions | Proceedings of the AAAI Conference on Artificial Intelligence | GX-Chen Anthony Veronica Chelu Blake A Richards Joelle Pineau | 2022/6/28 |
Group Fairness in Reinforcement Learning | Transactions on Machine Learning Research | Harsh Satija Alessandro Lazaric Matteo Pirotta Joelle Pineau | 2023 |
Biomedical research and informatics living laboratory for innovative advances of new technologies in community mobility rehabilitation: Protocol for evaluation and … | Sara Ahmed Philippe Archambault Claudine Auger Audrey Durand Joyce Fung | 2022/6/1 | |
Advancing ethics review practices in AI research | Nature Machine Intelligence | Madhulika Srikumar Rebecca Finlay Grace Abuhamad Carolyn Ashurst Rosie Campbell | 2022/12 |
Automated data-driven generation of personalized pedagogical interventions in intelligent tutoring systems | International Journal of Artificial Intelligence in Education | Ekaterina Kochmar Dung Do Vu Robert Belfer Varun Gupta Iulian Vlad Serban | 2022/6 |
Low-rank representation of reinforcement learning policies | Journal of Artificial Intelligence Research | Bogdan Mazoure Thang Doan Tianyu Li Vladimir Makarenkov Joelle Pineau | 2022/10/27 |
Masked language modeling and the distributional hypothesis: Order word matters pre-training for little | arXiv preprint arXiv:2104.06644 | Koustuv Sinha Robin Jia Dieuwke Hupkes Joelle Pineau Adina Williams | 2021/4/14 |
Democratising the digital revolution: The role of data governance | Reflections on Artificial Intelligence for Humanity | Sylvie Delacroix Joelle Pineau Jessica Montgomery | 2021 |
Co-Authors
