publications

reverse chronologically ordered list of publications

2021

  1. IUI
    Perfection Not Required? Human-AI Partnerships in Code Translation
    Weisz, Justin D., Muller, Michael J., Houde, Stephanie, Richards, John T., Ross, Steven, Martinez, Fernando, Agarwal, Mayank, and Talamadupula, Kartik
    26th International Conference on Intelligent User Interfaces 2021
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  2. COVID-19 India Dataset: Parsing Detailed COVID-19 Data in Daily Health Bulletins from States in India
    Agarwal, Mayank, Chakraborti, Tathagata, Grover, Sachin, and Chaudhary, Arunima
    In NeurIPS 2021 Workshop on Machine Learning in Public Health 2021
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  3. NeurIPS
    On sensitivity of meta-learning to support data
    Agarwal, Mayank, Yurochkin, Mikhail, and Sun, Yuekai
    In Thirty-Fifth Conference on Neural Information Processing Systems 2021
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  4. How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks
    Muller, Michael J., Wang, April Yi, Ross, Steven, Weisz, Justin D., Agarwal, Mayank, Talamadupula, Kartik, Houde, Stephanie, Martinez, Fernando, Richards, John T., Drozdal, Jaimie, Liu, Xuye, Piorkowski, David, and Wang, Dakuo
    In IUI Workshops 2021
  5. Using Document Similarity Methods to create Parallel Datasets for Code Translation
    Agarwal, Mayank, Talamadupula, Kartik, Martinez, Fernando, Houde, Stephanie, Muller, Michael J., Richards, John T., Ross, Steven, and Weisz, Justin D.
    ArXiv 2021
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2020

  1. CLAI: A Platform for AI Skills on the Command Line
    Agarwal, Mayank, Barroso, Jorge J., Chakraborti, Tathagata, Dow, Eli M., Fadnis, Kshitij P., Godoy, Borja, and Talamadupula, Kartik
    ArXiv 2020
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  2. NeurIPS
    NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands
    Agarwal, Mayank, Chakraborti, Tathagata, Fu, Quchen, Gros, David, Lin, Xi Victoria, Maene, Jaron, Talamadupula, Kartik, Teng, Zhongwei, and White, Jules
    ArXiv 2020
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  3. IBM Federated Learning: an Enterprise Framework White Paper V0.1
    Ludwig, Heiko, Baracaldo, Nathalie, Thomas, Gegi, Zhou, Yi, Anwar, Ali, Rajamoni, Shashank, Ong, Yuya Jeremy, Radhakrishnan, Jayaram Kallapalayam, Verma, Ashish, Sinn, Mathieu, Purcell, Mark, Rawat, Ambrish, Minh, Tran Ngoc, Holohan, Naoise, Chakraborty, Supriyo, Whitherspoon, Shalisha, Steuer, Dean, Wynter, Laura, Hassan, Hifaz, Laguna, Sean, Yurochkin, Mikhail, Agarwal, Mayank, Chuba, Ebube, and Abay, Annie
    ArXiv 2020
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  4. Online Semi-Supervised Learning with Bandit Feedback
    Upadhyay, Sohini, Yurochkin, Mikhail, Agarwal, Mayank, Khazaeni, Yasaman, and Bouneffouf, Djallel
    ArXiv 2020
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  5. Quality Estimation & Interpretability for Code Translation
    Agarwal, Mayank, Talamadupula, Kartik, Houde, Stephanie, Martinez, Fernando, Muller, Michael J., Richards, John T., Ross, Steven, and Weisz, Justin D.
    ArXiv 2020
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  6. TraceHub - A Platform to Bridge the Gap between State-of-the-Art Time-Series Analytics and Datasets
    Agarwal, Shubham, Muise, Christian, Agarwal, Mayank, Upadhyay, Sohini, Tang, Zilu, Zeng, Zhongshen, and Khazaeni, Yasaman
    In AAAI 2020
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2019

  1. ICML
    Bayesian Nonparametric Federated Learning of Neural Networks
    Yurochkin, Mikhail, Agarwal, Mayank, Ghosh, Soumya Shubhra, Greenewald, Kristjan H., Hoang, Trong Nghia, and Khazaeni, Yasaman
    In ICML 2019
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  2. A Bandit Approach to Posterior Dialog Orchestration Under a Budget
    Upadhyay, Sohini, Agarwal, Mayank, Bouneffouf, Djallel, and Khazaeni, Yasaman
    ArXiv 2019
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  3. Machine Translation: A Literature Review
    Garg, Ankush, and Agarwal, Mayank
    ArXiv 2019
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  4. NeurIPS
    Statistical Model Aggregation via Parameter Matching
    Yurochkin, Mikhail, Agarwal, Mayank, Ghosh, Soumya Shubhra, Greenewald, Kristjan H., and Hoang, Trong Nghia
    In NeurIPS 2019
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2014

  1. IEEE
    Optimal coordination of overcurrent relays using genetic algorithm and simulated annealing
    Kale, VS, Agarwal, Mayank, Kesarkar, Prathamesh D, Regmi, Dev Raj, Chaudhary, Anuj, and Killawala, Chitvan
    In Proceedings of The 2014 International Conference on Control, Instrumentation, Energy and Communication (CIEC) 2014
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