Nan Rosemary Ke
École Polytechnique de Montréal
H-index: 25
North America-Canada
Top articles of Nan Rosemary Ke
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Scaling instructable agents across many simulated worlds | arXiv preprint arXiv:2404.10179 | Maria Abi Raad Arun Ahuja Catarina Barros Frederic Besse Andrew Bolt | 2024/3/13 |
Neural Causal Structure Discovery from Interventions | Transactions on Machine Learning Research | Nan Rosemary Ke Olexa Bilaniuk Anirudh Goyal Stefan Bauer Hugo Larochelle | 2023/4/15 |
Discogen: Learning to discover gene regulatory networks | arXiv preprint arXiv:2304.05823 | Nan Rosemary Ke Sara-Jane Dunn Jorg Bornschein Silvia Chiappa Melanie Rey | 2023/4/12 |
Learning how to infer partial mdps for in-context adaptation and exploration | arXiv preprint arXiv:2302.04250 | Chentian Jiang Nan Rosemary Ke Hado van Hasselt | 2023/2/8 |
Learning to induce causal structure | arXiv preprint arXiv:2204.04875 | Nan Rosemary Ke Silvia Chiappa Jane Wang Anirudh Goyal Jorg Bornschein | 2022/4/11 |
Learning causal overhypotheses through exploration in children and computational models | Eliza Kosoy Adrian Liu Jasmine L Collins David Chan Jessica B Hamrick | 2022/6/28 | |
Retrieval-augmented reinforcement learning | Anirudh Goyal Abram Friesen Andrea Banino Theophane Weber Nan Rosemary Ke | 2022/6/28 | |
Towards understanding how machines can learn causal overhypotheses | arXiv preprint arXiv:2206.08353 | Eliza Kosoy David M Chan Adrian Liu Jasmine Collins Bryanna Kaufmann | 2022/6/16 |
On the generalization and adaption performance of causal models | arXiv preprint arXiv:2206.04620 | Nino Scherrer Anirudh Goyal Stefan Bauer Yoshua Bengio Nan Rosemary Ke | 2022/6/9 |
Temporal latent bottleneck: Synthesis of fast and slow processing mechanisms in sequence learning | arXiv preprint arXiv:2205.14794 | Aniket Didolkar Kshitij Gupta Anirudh Goyal Nitesh B. Gundavarapu Alex Lamb | 2022/5/30 |
On the convergence of continuous constrained optimization for structure learning | Ignavier Ng Sébastien Lachapelle Nan Rosemary Ke Simon Lacoste-Julien Kun Zhang | 2022/5/3 | |
Learning latent structural causal models | arXiv preprint arXiv:2210.13583 | Jithendaraa Subramanian Yashas Annadani Ivaxi Sheth Nan Rosemary Ke Tristan Deleu | 2022/10/24 |
Toward causal representation learning | Proceedings of the IEEE | Bernhard Schölkopf Francesco Locatello Stefan Bauer Nan Rosemary Ke Nal Kalchbrenner | 2021/2/26 |
Neural production systems | Advances in Neural Information Processing Systems | Anirudh Goyal ALIAS PARTH GOYAL Aniket Didolkar Nan Rosemary Ke Charles Blundell Philippe Beaudoin | 2021/12/6 |
Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning | arXiv preprint arXiv:2107.00848 | Nan Rosemary Ke Aniket Didolkar Sarthak Mittal Anirudh Goyal Guillaume Lajoie | 2021/7/2 |
Learning neural causal models with active interventions | arXiv preprint arXiv:2109.02429 | Nino Scherrer Olexa Bilaniuk Yashas Annadani Anirudh Goyal Patrick Schwab | 2021/9/6 |
Prequential MDL for causal structure learning with neural networks | arXiv preprint arXiv:2107.05481 | Jorg Bornschein Silvia Chiappa Alan Malek Rosemary Nan Ke | 2021/7/2 |
Fast and slow learning of recurrent independent mechanisms | arXiv preprint arXiv:2105.08710 | Kanika Madan Nan Rosemary Ke Anirudh Goyal Bernhard Schölkopf Yoshua Bengio | 2021/5/18 |
Coordination among neural modules through a shared global workspace | Anirudh Goyal Aniket Didolkar Alex Lamb Kartikeya Badola Nan Rosemary Ke | 2022/3 | |
Amortized learning of neural causal representations | arXiv preprint arXiv:2008.09301 | Nan Rosemary Ke Jane Wang Jovana Mitrovic Martin Szummer Danilo J Rezende | 2020/8/21 |
Co-Authors
