| On training recurrent neural networks for lifelong learning S Sodhani, S Chandar, Y Bengio arXiv preprint arXiv:1811.07017, 2018 | 11 | 2018 |
| Conversational agent for search B Krishnamurthy, S Sodhani, A Arora, M Aggarwal US Patent App. 15/419,497, 2018 | 8 | 2018 |
| Survey of recent advances in visual question answering S Pandhre, S Sodhani arXiv preprint arXiv:1709.08203, 2017 | 7 | 2017 |
| 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 | 4 | 2019 |
| 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 | 3 | 2019 |
| Environments for lifelong reinforcement learning K Khetarpal, S Sodhani, S Chandar, D Precup arXiv preprint arXiv:1811.10732, 2018 | 3 | 2018 |
| 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 | 3 | 2018 |
| Recommendations based on feature usage in applications N Puri, S Sodhani US Patent 10,536,580, 2020 | 1 | 2020 |
| Toward Training Recurrent Neural Networks for Lifelong Learning S Sodhani, S Chandar, Y Bengio Neural computation 32 (1), 1-35, 2020 | 1 | 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 | 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 |
| Reinforcement Learning Based Conversational Search Assistant. M Aggarwal, A Arora, S Sodhani, B Krishnamurthy CoRR, 2017 | 1* | 2017 |
| Evaluating Logical Generalization in Graph Neural Networks K Sinha, S Sodhani, J Pineau, WL Hamilton arXiv preprint arXiv:2003.06560, 2020 | | 2020 |
| 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 | | 2020 |
| Digital image search based on arbitrary image features S Sodhani, N Puri US Patent 10,558,887, 2020 | | 2020 |
| Learning competitive ensemble of information-constrained primitives S Sodhani | | 2019 |
| Using deep learning techniques to determine the contextual reading order in a form document S Sodhani, K Garg, B Krishnamurthy US Patent 10,423,828, 2019 | | 2019 |
| Caption Association Techniques S Sodhani, K Garg, B Krishnamurthy US Patent App. 15/925,059, 2019 | | 2019 |
| 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 | | 2019 |
Yoshua BengioProfessor, University of Montreal (Computer Sc. & Op. Res.), Mila, CIFAR, CRM, IVADO, REPARTI, GRSNCVerified email at mila.quebec
