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Puranic, Aniruddh G.

  1. Interpretable Classification of Time-Series Data using Efficient\n Enumerative Techniques
    2019/07/24 by Sara Mohammadinejad, Jyotirmoy V. Deshmukh, Mohammadinejad, Sara +7 · 5 citations
    Computer Science · #Time Series Analysis and Forecasting #Advanced Database Systems and Queries
  2. Learning from Demonstrations using Signal Temporal Logic
    2021/02/15 by Aniruddh G. Puranic, Puranic, Aniruddh G., Jyotirmoy V. Deshmukh +3 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robotics (cs.RO)
  3. Mining Environment Assumptions for Cyber-Physical System Models
    2020/05/18 by Mohammadinejad, Sara, Deshmukh, Jyotirmoy V., Puranic, Aniruddh G. · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Safety-Aware Reinforcement Learning for Control via Risk-Sensitive Action-Value Iteration and Quantile Regression
    2025/06/08 by Enwerem, Clinton, Puranic, Aniruddh G., Baras, John S. +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)