I am currently working under the supervision of Prof. Gyorgy Turan. My primary research area is Deep Learning with a focus on enhancing interpretablity in complex Neural Network architectures. Additionally, I am also interested in Common Sense Reasoning, Learning Theory, Knowledge Representation and Knowledge Graphs.
Previously, I dabbled in Human-Centered Computing and worked with human subjects for understanding contexts based on geometric configuration of groups in small meeting spaces.
-- Coming --
H. Naik, Gyorgy Turan, Explanation from Specification - Explainable Agency in Artificial Intelligence Workshop at the 35th AAAI Conference on Artificial Intelligence - A Virtual Conference, February 2-9, 2021 (To appear)
H. Naik, D. Chattopadhyay, IPME Workbench: A Data Processing Tool for Mixed-Methodology Studies of Group Interactions - CHI EA ‘19 Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Paper No. LBW1517. Glasgow, Scotland, UK – May 04-09, 2019
K. Yoshii, H. Naik, C. Yu, P. Beckman, Extending and benchmarking the “Big Memory” implementation on Blue Gene/P Linux - International Workshop on Runtime and Operating Systems for Supercomputers (ROSS 2011), Tuscon, AZ
R. Gupta, H. Naik and P. Beckman, Understanding Checkpointing Overheads on Massive-Scale Systems: Analysis on the IBM Blue Gene/P System – International Journal of High Performance Computing Applications (IJHPCA), May 2010
K. Yoshii, K. Iskra, H. Naik, P. Beckman and P. C. Broekema, Performance and Scalability Evaluation of “Big Memory” on Blue Gene Linux – International Journal of High Performance Computing Applications (IJHPCA), May 2010
P. Balaji, H. Naik and N. Desai, Understanding Network Saturation Behavior on Large-Scale Blue Gene/P Systems – The 15th International Conference on Parallel and Distributed Systems (ICPADS’09), Shenzhen, China
H. Naik, R. Gupta and P. Beckman, Analyzing Checkpointing Trends for Applications on Petascale Systems – Second International Workshop on Parallel Programming Models and Systems Software (P2S2) for High-End Computing in conjunction with International Conference on Parallel Processing (ICPP), 2009
K. Yoshii, K. Iskra, P. C. Broekema, H. Naik, and P. Beckman, Characterizing the Performance of Big Memory on Blue Gene Linux – In “Proceedings of the 2nd Int. Workshop on Parallel Programming Models and Systems Software for High-End Computing,” Vienna, Austria, Sept. 2009.