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Alok Singh
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Entity Alignment For Knowledge Graphs: Progress, Challenges, and Empirical Studies


May 18, 2022
Deepak Chaurasiya, Anil Surisetty, Nitish Kumar, Alok Singh, Vikrant Dey, Aakarsh Malhotra, Gaurav Dhama, Ankur Arora

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* 8 pages, 8 figures 
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A Reinforcement Learning Environment for Mathematical Reasoning via Program Synthesis


Jul 16, 2021
Joseph Palermo, Johnny Ye, Alok Singh

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A Comprehensive Review on Recent Methods and Challenges of Video Description


Nov 30, 2020
Alok Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay

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* Paper of 35 pages submitted to ACM Computing Surveys 
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NITS-VC System for VATEX Video Captioning Challenge 2020


Jun 07, 2020
Alok Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay

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* 4 pages, 1 figure 
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Detecting Spiky Corruption in Markov Decision Processes


Jun 30, 2019
Jason Mancuso, Tomasz Kisielewski, David Lindner, Alok Singh

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* paper accepted to the AI Safety Workshop at IJCAI-19 
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Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows


Apr 20, 2018
Alok Singh, Eric Stephan, Malachi Schram, Ilkay Altintas

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* 2017 IEEE 13th International Conference on e-Science, 2017, pp. 586 to 591 
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Modular Resource Centric Learning for Workflow Performance Prediction


Apr 17, 2018
Alok Singh, Mai Nguyen, Shweta Purawat, Daniel Crawl, Ilkay Altintas

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* This paper was presented at: 6th Workshop on Big Data Analytics: Challenges, and Opportunities (BDAC) at the 27th IEEE/ACM International Conference for High Performance Computing, Networking, Storage, and Analysis (SC 2015) 
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