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GrabQC: Graph based Query Contextualization for automated ICD coding


Jul 14, 2022
Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran

* 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2021) 

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Multi-Variate Time Series Forecasting on Variable Subsets


Jun 25, 2022
Jatin Chauhan, Aravindan Raghuveer, Rishi Saket, Jay Nandy, Balaraman Ravindran

* ACM SIGKDD 2022 Research Track 

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Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning


Jun 12, 2022
Kushal Chauhan, Soumya Chatterjee, Akash Reddy, Balaraman Ravindran, Pradeep Shenoy

* 10 pages, 4 figures 

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Evolutionary Approach to Security Games with Signaling


Apr 29, 2022
Adam Żychowski, Jacek Mańdziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran


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A survey in Adversarial Defences and Robustness in NLP


Apr 12, 2022
Shreya Goyal, Sumanth Doddapaneni, Mitesh M. Khapra, Balaraman Ravindran


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A Survey in Adversarial Defences and Robustness in NLP


Mar 12, 2022
Shreya Goyal, Sumanth Doddapaneni, Mitesh M. Khapra, Balaraman Ravindran


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A Causal Approach for Unfair Edge Prioritization and Discrimination Removal


Nov 29, 2021
Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran

* ACML 2021 

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Smooth Imitation Learning via Smooth Costs and Smooth Policies


Nov 03, 2021
Sapana Chaudhary, Balaraman Ravindran

* To appear in the Proceedings of the Fifth Joint International Conference on Data Science and Management of Data (CoDS-COMAD 2022). Research Track. ACM DL 

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Dynamic probabilistic logic models for effective abstractions in RL


Oct 15, 2021
Harsha Kokel, Arjun Manoharan, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli

* Accepted at StarAI 2021 (held in conjunction with IJCLR 2021) 

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Multi-Tailed, Multi-Headed, Spatial Dynamic Memory refined Text-to-Image Synthesis


Oct 15, 2021
Amrit Diggavi Seshadri, Balaraman Ravindran


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