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Neel Patel

  1. On Supermodular Contracts and Dense Subgraphs
    2023/08/14 by Ramiro Deo-Campo Vuong, Vuong, Ramiro Deo-Campo, Shaddin Dughmi +5 · 8 citations
    Decision Sciences · Computer Science · Economics, Econometrics and Finance · #Auction Theory and Applications #Complexity and Algorithms in Graphs #Game Theory and Voting Systems
  2. Accelerating Retrieval-Augmented Generation
    2024/12/14 by Derrick Quinn, Quinn, Derrick, Mohammad Nouri +13 · 8 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Information Retrieval (cs.IR) #Parallel #Speech and dialogue systems #and Cluster Computing (cs.DC)
  3. Model Explanations with Differential Privacy
    2020/06/16 by Neel Patel, Reza Shokri, Patel, Neel +3 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  4. High Dimensional Model Explanations: an Axiomatic Approach
    2020/06/16 by Neel Patel, Patel, Neel, Martin Strobel +3 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  5. On Sparsification of Stochastic Packing Problems
    2022/11/15 by Shaddin Dughmi, Yusuf Hakan Kalayci, Dughmi, Shaddin +3 · 2 citations
    Computer Science · Engineering · #Complexity and Algorithms in Graphs #Advanced Graph Theory Research #Optimization and Packing Problems