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Amit Deshpande

  1. Batched Gaussian Process Bandit Optimization via Determinantal Point Processes
    2016/11/13 by Tarun Kathuria, Amit Deshpande, Kathuria, Tarun +3 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms
  2. How Far Can Fairness Constraints Help Recover From Biased Data?
    2023/12/16 by Mohit Sharma, Amit Deshpande, Sharma, Mohit +1 · 2 citations
    Social Sciences · #Qualitative Comparative Analysis Research
  3. The Importance of Modeling Data Missingness in Algorithmic Fairness: A\n Causal Perspective
    2020/12/21 by Naman Goel, Alfonso Amayuelas, Goel, Naman +5 · 1 citation
    Computer Science · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  4. On Comparing Fair Classifiers under Data Bias
    2023/02/12 by Mohit Sharma, Sharma, Mohit, Amit Deshpande +3 · 1 citation
    Social Sciences · #Ethics and Social Impacts of AI