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Randomized Exploration for Reinforcement Learning with General Value Function Approximation


Jun 15, 2021
Haque Ishfaq, Qiwen Cui, Viet Nguyen, Alex Ayoub, Zhuoran Yang, Zhaoran Wang, Doina Precup, Lin F. Yang

* 32 page, 5 figures, in Proceedings of the 38th International Conference on Machine Learning, PMLR 139, 2021 

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Heuristics for Interpretable Knowledge Graph Contextualization


Nov 05, 2019
Kshitij Fadnis, Kartik Talamadupula, Pavan Kapanipathi, Haque Ishfaq, Salim Roukos, Achille Fokoue


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TVAE: Triplet-Based Variational Autoencoder using Metric Learning


Apr 03, 2018
Haque Ishfaq, Assaf Hoogi, Daniel Rubin

* After submission, we realized that our work is very similar to work done in "Bayesian representation learning with oracle constraints" by Karaletsos et al (arXiv:1506.05011). This paper somehow didn't come into our notice earlier and now that we know the idea we presented in our paper was already explored there, we decided to withdraw our paper 

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