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Year
Relational representation learning for dynamic (knowledge) graphs: A survey
SM Kazemi, R Goel, K Jain, I Kobyzev, A Sethi, P Forsyth, P Poupart
arXiv preprint arXiv:1905.11485 12, 2019
450*2019
Time2vec: Learning a vector representation of time
SM Kazemi, R Goel, S Eghbali, J Ramanan, J Sahota, S Thakur, S Wu, ...
arXiv preprint arXiv:1907.05321, 2019
3522019
Diachronic embedding for temporal knowledge graph completion
R Goel, SM Kazemi, M Brubaker, P Poupart
Proceedings of the AAAI conference on artificial intelligence 34 (04), 3988-3995, 2020
3272020
Data-efficient reinforcement learning with self-predictive representations
M Schwarzer, A Anand, R Goel, RD Hjelm, A Courville, P Bachman
arXiv preprint arXiv:2007.05929, 2020
2612020
Data-efficient reinforcement learning with momentum predictive representations
M Schwarzer, A Anand, R Goel, RD Hjelm, A Courville, P Bachman
arXiv preprint arXiv:2007.05929 2 (3), 2020
392020
Out-of-sample representation learning for knowledge graphs
M Albooyeh, R Goel, SM Kazemi
Findings of the Association for Computational Linguistics: EMNLP 2020, 2657-2666, 2020
34*2020
Ddxplus: A new dataset for automatic medical diagnosis
A Fansi Tchango, R Goel, Z Wen, J Martel, J Ghosn
Advances in Neural Information Processing Systems 35, 31306-31318, 2022
182022
Static prediction of runtime errors by learning to execute programs with external resource descriptions
D Bieber, R Goel, D Zheng, H Larochelle, D Tarlow
arXiv preprint arXiv:2203.03771, 2022
92022
Fast retinomorphic event-driven representations for video gameplay and action recognition
H Chen, W Liu, R Goel, RC Lua, S Mittal, Y Huang, A Veeraraghavan, ...
IEEE Transactions on Computational Imaging 6, 276-290, 2019
7*2019
Towards trustworthy automatic diagnosis systems by emulating doctors' reasoning with deep reinforcement learning
A Fansi Tchango, R Goel, J Martel, Z Wen, G Marceau Caron, J Ghosn
Advances in Neural Information Processing Systems 35, 24502-24515, 2022
52022
Fast Retinomorphic Event-Driven Representations for Video Recognition and Reinforcement Learning
W Liu, H Chen, R Goel, Y Huang, A Veeraraghavan, A Patel
arXiv, 2018
12018
System and method for diachronic machine learning architecture
SM Kazemi, G Rishab
US Patent 11,694,115, 2023
2023
GLINKX: A Scalable Unified Framework For Homophilous and Heterophilous Graphs
M Papachristou, R Goel, F Portman, M Miller, R Jin
arXiv preprint arXiv:2211.00550, 2022
2022
System and method for time-dependent machine learning architecture
JM Ramanan, J Sahota, G Rishab, S Eghbali, SM Kazemi
US Patent App. 16/746,866, 2020
2020
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