| Toward training recurrent neural networks for lifelong learning S Sodhani, S Chandar, Y Bengio Neural computation 32 (1), 1-35, 2020 | 26* | 2020 |
| Recurrent independent mechanisms A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ... arXiv preprint arXiv:1909.10893, 2019 | 23 | 2019 |
| Toward trustworthy AI development: mechanisms for supporting verifiable claims M Brundage, S Avin, J Wang, H Belfield, G Krueger, G Hadfield, H Khlaaf, ... arXiv preprint arXiv:2004.07213, 2020 | 13 | 2020 |
| Clutrr: A diagnostic benchmark for inductive reasoning from text K Sinha, S Sodhani, J Dong, J Pineau, WL Hamilton arXiv preprint arXiv:1908.06177, 2019 | 13 | 2019 |
| Conversational agent for search B Krishnamurthy, S Sodhani, A Arora, M Aggarwal US Patent 10,713,317, 2020 | 11 | 2020 |
| Survey of recent advances in visual question answering S Pandhre, S Sodhani arXiv preprint arXiv:1709.08203, 2017 | 9 | 2017 |
| Reinforcement learning with competitive ensembles of information-constrained primitives A Goyal, S Sodhani, J Binas, XB Peng, S Levine, Y Bengio arXiv preprint arXiv:1906.10667, 2019 | 6 | 2019 |
| Identifying significant anomalous segments of a metrics dataset SS Sheth, S Sodhani, R Bajaj, N Goel, M Awasthi, K Malik, H Rathi, ... US Patent 10,129,274, 2018 | 6 | 2018 |
| Invariant causal prediction for block mdps A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ... arXiv preprint arXiv:2003.06016, 2020 | 5 | 2020 |
| Learning powerful policies by using consistent dynamics model S Sodhani, A Goyal, T Deleu, Y Bengio, S Levine, J Tang arXiv preprint arXiv:1906.04355, 2019 | 4 | 2019 |
| Learning existing social conventions via observationally augmented self-play A Lerer, A Peysakhovich Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 107-114, 2019 | 4 | 2019 |
| Environments for lifelong reinforcement learning K Khetarpal, S Sodhani, S Chandar, D Precup arXiv preprint arXiv:1811.10732, 2018 | 3 | 2018 |
| Caption Association Techniques S Sodhani, K Garg, B Krishnamurthy US Patent App. 15/925,059, 2019 | 1 | 2019 |
| Classification Training Techniques to Map Datasets to a Standardized Data Model S Sodhani, B Krishnamurthy US Patent App. 15/660,547, 2019 | 1 | 2019 |
| Spatial Co-location Pattern Mining-A new perspective using Graph Database SV Mehta, S Sodhani, D Patel arXiv preprint arXiv:1810.09007, 2018 | 1 | 2018 |
| Reinforcement Learning Based Conversational Search Assistant. M Aggarwal, A Arora, S Sodhani, B Krishnamurthy CoRR, 2017 | 1* | 2017 |
| Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop S Sodhani, MS Jaiswal, L Baker, K Sinha, C Shneider, P Henderson, ... arXiv preprint arXiv:2007.10546, 2020 | | 2020 |
| Multi-Task Reinforcement Learning as a Hidden-Parameter Block MDP A Zhang, S Sodhani, K Khetarpal, J Pineau arXiv preprint arXiv:2007.07206, 2020 | | 2020 |
| Evaluating Logical Generalization in Graph Neural Networks K Sinha, S Sodhani, J Pineau, WL Hamilton arXiv preprint arXiv:2003.06560, 2020 | | 2020 |
| Digital image search based on arbitrary image features S Sodhani, N Puri US Patent 10,558,887, 2020 | | 2020 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
