| Recurrent independent mechanisms A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ... arXiv preprint arXiv:1909.10893, 2019 | 69 | 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 | 66 | 2020 |
| Toward training recurrent neural networks for lifelong learning S Sodhani, S Chandar, Y Bengio Neural computation 32 (1), 1-35, 2020 | 52* | 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 | 30 | 2019 |
| Invariant causal prediction for block mdps A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ... International Conference on Machine Learning, 11214-11224, 2020 | 19 | 2020 |
| 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 | 11 | 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 | 10 | 2018 |
| Survey of recent advances in visual question answering S Pandhre, S Sodhani arXiv preprint arXiv:1709.08203, 2017 | 9 | 2017 |
| Evaluating logical generalization in graph neural networks K Sinha, S Sodhani, J Pineau, WL Hamilton arXiv preprint arXiv:2003.06560, 2020 | 7 | 2020 |
| Reinforcement Learning Based Conversational Search Assistant M Aggarwal, A Arora, S Sodhani, B Krishnamurthy Cornell University Library, 1-11, 2017 | 5* | 2017 |
| Learning Robust State Abstractions for Hidden-Parameter Block MDPs A Zhang, S Sodhani, K Khetarpal, J Pineau arXiv preprint arXiv:2007.07206, 2020 | 4* | 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 |
| Environments for lifelong reinforcement learning K Khetarpal, S Sodhani, S Chandar, D Precup arXiv preprint arXiv:1811.10732, 2018 | 4 | 2018 |
| IIRC: Incremental Implicitly-Refined Classification M Abdelsalam, M Faramarzi, S Sodhani, S Chandar Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 2 | 2021 |
| Spatial Co-location Pattern Mining-A new perspective using Graph Database SV Mehta, S Sodhani, D Patel arXiv preprint arXiv:1810.09007, 2018 | 2 | 2018 |
| Digital image search based on arbitrary image features S Sodhani, N Puri US Patent 10,558,887, 2020 | 1 | 2020 |
| Using natural language processing and deep learning for mapping any schema data to a hierarchical standard data model (xdm) M Aggarwal, B Krishnamurthy, S Sodhani US Patent App. 15/921,369, 2019 | 1 | 2019 |
| Attending over Triads for Learning Signed Network Embedding S Sodhani, M Qu, J Tang Frontiers in Big Data 2, 13, 2019 | 1 | 2019 |
| Compositional language understanding with text-based relational reasoning K Sinha, S Sodhani, WL Hamilton, J Pineau arXiv preprint arXiv:1811.02959, 2018 | 1 | 2018 |
| Multi-Task Reinforcement Learning with Context-based Representations S Sodhani, A Zhang, J Pineau arXiv preprint arXiv:2102.06177, 2021 | | 2021 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
