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Alok Singh

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



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



Joseph Palermo , Johnny Ye , Alok Singh

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A Comprehensive Review on Recent Methods and Challenges of Video Description



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



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



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



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



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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