Shagun Sodhani
Shagun Sodhani
Facebook AI Research
Verified email at fb.com - Homepage
Title
Cited by
Cited by
Year
Toward training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 2020
37*2020
Recurrent independent mechanisms
A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ...
arXiv preprint arXiv:1909.10893, 2019
332019
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
312020
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
182019
Conversational agent for search
B Krishnamurthy, S Sodhani, A Arora, M Aggarwal
US Patent 10,713,317, 2020
132020
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
82020
Survey of recent advances in visual question answering
S Pandhre, S Sodhani
arXiv preprint arXiv:1709.08203, 2017
82017
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
72018
Evaluating logical generalization in graph neural networks
K Sinha, S Sodhani, J Pineau, WL Hamilton
arXiv preprint arXiv:2003.06560, 2020
52020
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
52019
Environments for lifelong reinforcement learning
K Khetarpal, S Sodhani, S Chandar, D Precup
arXiv preprint arXiv:1811.10732, 2018
42018
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
32019
Reinforcement Learning Based Conversational Search Assistant.
M Aggarwal, A Arora, S Sodhani, B Krishnamurthy
CoRR, 2017
3*2017
Recommendations based on feature usage in applications
N Puri, S Sodhani
US Patent 10,536,580, 2020
22020
Multi-Task Reinforcement Learning as a Hidden-Parameter Block MDP
A Zhang, S Sodhani, K Khetarpal, J Pineau
arXiv preprint arXiv:2007.07206, 2020
12020
Digital image search based on arbitrary image features
S Sodhani, N Puri
US Patent 10,558,887, 2020
12020
Caption Association Techniques
S Sodhani, K Garg, B Krishnamurthy
US Patent App. 15/925,059, 2019
12019
Classification Training Techniques to Map Datasets to a Standardized Data Model
S Sodhani, B Krishnamurthy
US Patent App. 15/660,547, 2019
12019
Attending over Triads for Learning Signed Network Embedding
S Sodhani, M Qu, J Tang
Frontiers in Big Data 2, 13, 2019
12019
Spatial Co-location Pattern Mining-A new perspective using Graph Database
SV Mehta, S Sodhani, D Patel
arXiv preprint arXiv:1810.09007, 2018
12018
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