Pascal Poupart
University of Waterloo
H-index: 51
North America-Canada
Top articles of Pascal Poupart
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? | arXiv preprint arXiv:2402.05015 | Agustinus Kristiadi Felix Strieth-Kalthoff Marta Skreta Pascal Poupart Alán Aspuru-Guzik | 2024/2/7 |
A Simple Mixture Policy Parameterization for Improving Sample Efficiency of CVaR Optimization | arXiv preprint arXiv:2403.11062 | Yudong Luo Yangchen Pan Han Wang Philip Torr Pascal Poupart | 2024/3/17 |
Why Online Reinforcement Learning is Causal | arXiv preprint arXiv:2403.04221 | Oliver Schulte Pascal Poupart | 2024/3/7 |
Methods, systems, and media for one-round federated learning with predictive space bayesian inference | 2024/1/4 | ||
Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture of Demonstrations | Advances in Neural Information Processing Systems | Guanren Qiao Guiliang Liu Pascal Poupart Zhiqiang Xu | 2024/2/13 |
Batchnorm Allows Unsupervised Radial Attacks | Advances in Neural Information Processing Systems | Amur Ghose Apurv Gupta Yaoliang Yu Pascal Poupart | 2024/2/13 |
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks | Ahmad Rashid Serena Hacker Guojun Zhang Agustinus Kristiadi Pascal Poupart | 2024/4/18 | |
An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient | Advances in Neural Information Processing Systems | Yudong Luo Guiliang Liu Pascal Poupart Yangchen Pan | 2024/2/13 |
Calibrated one round federated learning with bayesian inference in the predictive space | Proceedings of the AAAI conference on artificial intelligence | Mohsin Hasan Guojun Zhang Kaiyang Guo Xi Chen Pascal Poupart | 2024/3/24 |
Defensive Collaborative Learning: Protecting Objective Privacy in Data Sharing. | Cynthia Huang Pascal Poupart | 2023/5/30 | |
System and method for bi-directional translation using sum-product networks | 2023/2/21 | ||
Contrastive Deterministic Autoencoders For Language Modeling | Amur Ghose Pascal Poupart | 2023/12 | |
Systems and methods to learn constraints from expert demonstrations | 2023/11/23 | ||
Attribute controlled dialogue prompting | arXiv preprint arXiv:2307.05228 | Runcheng Liu Ahmad Rashid Ivan Kobyzev Mehdi Rezagholizadeh Pascal Poupart | 2023/7/11 |
Geometric attacks on batch normalization | Amur Ghose Apurv Gupta Yaoliang Yu Pascal Poupart | 2022/11/18 | |
Do we need Label Regularization to Fine-tune Pre-trained Language Models? | arXiv preprint arXiv:2205.12428 | Ivan Kobyzev Aref Jafari Mehdi Rezagholizadeh Tianda Li Alan Do-Omri | 2022/5/25 |
Linearizing contextual bandits with latent state dynamics | Elliot Nelson Debarun Bhattacharjya Tian Gao Miao Liu Djallel Bouneffouf | 2022/8/17 | |
WatClaimCheck: A new dataset for claim entailment and inference | Kashif Khan Ruizhe Wang Pascal Poupart | 2022/5 | |
Robust One Round Federated Learning with Predictive Space Bayesian Inference | arXiv preprint arXiv:2206.09526 | Mohsin Hasan Zehao Zhang Kaiyang Guo Mahdi Karami Guojun Zhang | 2022/6/20 |
Learning functions on multiple sets using multi-set transformers | Kira A Selby Ahmad Rashid Ivan Kobyzev Mehdi Rezagholizadeh Pascal Poupart | 2022/8/17 |
