Nikunj Gupta

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 23

Top Topics

University Of North Carolina

Machine Learning

Reinforcement Learning

Rheumatoid Arthritis

Top Venues

Euro-Par Workshops

Publications

Anh Mai, Nikunj Gupta, Azza Abouzied, Dennis E. Shasha
Planning Multiple Epidemic Interventions with Reinforcement Learning. CoRR (2023)
Harish Chauhan, Nikunj Gupta, Zoe Haskell-Craig
Predicting blood pressure under circumstances of missing data: An analysis of missing data patterns and imputation methods using NHANES. CoRR (2023)
Nikunj Gupta, Samira Ebrahimi Kahou
CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning. CoRR (2023)
Nikunj Gupta, Anh L. Mai, Azza Abouzied, Dennis E. Shasha
On the calibration of compartmental epidemiological models. CoRR (2023)
Patrick Diehl, Max Morris, Steven R. Brandt, Nikunj Gupta, Hartmut Kaiser
Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java. Euro-Par Workshops (2023)
Patrick Diehl, Steven R. Brandt, Max Morris, Nikunj Gupta, Hartmut Kaiser
Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java. CoRR (2023)
Harish Chauhan, Nikunj Gupta, Zoe Haskell-Craig
Understanding human mobility patterns in Chicago: an analysis of taxi data using clustering techniques. CoRR (2023)
Aditya Thakur, Harish Chauhan, Nikunj Gupta
Efficient ResNets: Residual Network Design. CoRR (2023)
Anh L. Mai, Nikunj Gupta, Azza Abouzied, Dennis E. Shasha
Planning Multiple Epidemic Interventions with Reinforcement Learning. IJCAI (2023)
Nanmiao Wu, Ioannis Gonidelis, Simeng Liu, Zane Fink, Nikunj Gupta, Karame Mohammadiporshokooh, Patrick Diehl, Hartmut Kaiser, Laxmikant V. Kalé
Quantifying Overheads in Charm++ and HPX Using Task Bench. Euro-Par Workshops (2022)
Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms. ICBBE (2022)
Nanmiao Wu, Ioannis Gonidelis, Simeng Liu, Zane Fink, Nikunj Gupta, Karame Mohammadiporshokooh, Patrick Diehl, Hartmut Kaiser, Laxmikant V. Kalé
Quantifying Overheads in Charm++ and HPX using Task Bench. CoRR (2022)
Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms. CoRR (2022)
Nikunj Gupta, G. Srinivasaraghavan, Swarup Kumar Mohalik, Matthew E. Taylor
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging. CoRR (2021)
Srinivas Yadav, Nikunj Gupta, Auriane Reverdell, Hartmut Kaiser
Parallel SIMD - A Policy Based Solution for Free Speed-Up using C++ Data-Parallel Types. ESPM2@SC (2021)
Nikunj Gupta, Jackson R. Mayo, Adrian S. Lemoine, Hartmut Kaiser
Towards Distributed Software Resilience in Asynchronous Many- Task Programming Models. FTXS@SC (2020)
Nikunj Gupta, Jackson R. Mayo, Adrian S. Lemoine, Hartmut Kaiser
Towards Distributed Software Resilience in Asynchronous Many-Task Programming Models. CoRR (2020)
Nikunj Gupta, Jackson R. Mayo, Adrian S. Lemoine, Hartmut Kaiser
Implementing Software Resiliency in HPX for Extreme Scale Computing. CoRR (2020)
Nikunj Gupta, Rohit Ashiwal, Bine Brank, Sateesh K. Peddoju, Dirk Pleiter
Performance Evaluation of ParalleX Execution model on Arm-based Platforms. CoRR (2020)
Hartmut Kaiser, Patrick Diehl, Adrian S. Lemoine, Bryce Lelbach, Parsa Amini, Agustín Berge, John Biddiscombe, Steven R. Brandt, Nikunj Gupta, Thomas Heller, Kevin A. Huck, Zahra Khatami, Alireza Kheirkhahan, Auriane Reverdell, Shahrzad Shirzad, Mikael Simberg, Bibek Wagle, Weile Wei, Tianyi Zhang
HPX - The C++ Standard Library for Parallelism and Concurrency. J. Open Source Softw. 5 (53) (2020)
Nikunj Gupta, Rohit Ashiwal, Bine Brank, Sateesh K. Peddoju, Dirk Pleiter
Performance Evaluation of ParalleX Execution model on Arm-based Platforms. CLUSTER (2020)
Nikunj Gupta, Steven R. Brandt, Bibek Wagle, Nanmiao Wu, Alireza Kheirkhahan, Patrick Diehl, Felix W. Baumann, Hartmut Kaiser
Deploying a Task-based Runtime System on Raspberry Pi Clusters. ESPM2@SC (2020)
Nikunj Gupta, Steven R. Brandt, Bibek Wagle, Nanmiao Wu, Alireza Kheirkhahan, Patrick Diehl, Hartmut Kaiser, Felix W. Baumann
Deploying a Task-based Runtime System on Raspberry Pi Clusters. CoRR (2020)
Florin Bogdan Manolache, Sorin Costiner, Ricardo Munoz, Shubhro Ghosh, Nikunj Gupta, Roderick Ross
Parallel Processing Approaches for Multi Disciplinary Optimization. Sci. Ann. Cuza Univ. 11 (2002)