Deshpande, Amit

1. Algorithms and Hardness for Subspace Approximation
   2009/12/08 by Deshpande, Amit, Varadarajan, Kasturi, Tulsiani, Madhur +1 · 1 citation
   #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
2. Batched Gaussian Process Bandit Optimization via Determinantal Point Processes
   2016/11/13 by Tarun Kathuria, Kathuria, Tarun, Amit Deshpande +3 · 1 citation
   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
3. Characterizing Deep Research: A Benchmark and Formal Definition
   2025/08/06 by Java, Abhinav, Khandelwal, Ashmit, Midigeshi, Sukruta +6 · 9 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. 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
5. The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective
   2020/12/21 by Goel, Naman, Amayuelas, Alfonso, Deshpande, Amit +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. On the Power of Randomization in Fair Classification and Representation
   2024/06/05 by Agarwal, Sushant, Deshpande, Amit · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. On Comparing Fair Classifiers under Data Bias
   2023/02/12 by Mohit Sharma, Amit Deshpande, Sharma, Mohit +3 · 1 citation
   Social Sciences · #Ethics and Social Impacts of AI