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Nihar B. Shah

  1. PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review
    2018/06/16 by Ivan Stelmakh, Nihar B. Shah, Stelmakh, Ivan +3 · 1 voice · 10 citations
    Economics, Econometrics and Finance · Decision Sciences · #Game Theory and Voting Systems #Auction Theory and Applications #Sports Analytics and Performance
  2. Simple, Robust and Optimal Ranking from Pairwise Comparisons
    2015/12/30 by Nihar B. Shah, Shah, Nihar B., Martin J. Wainwright +1 · 14 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Management and Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making
  3. Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology\n Dependence
    2015/05/06 by Nihar B. Shah, Shah, Nihar B., Sivaraman Balakrishnan +9 · 18 citations
    Computer Science · Economics, Econometrics and Finance · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Game Theory and Voting Systems #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistical Methods and Inference
  4. ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing
    2023/06/01 by Ryan Liu, Nihar B. Shah, Liu, Ryan +1 · 18 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
  5. A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers\n in Large Conferences
    2020/11/30 by Ivan Stelmakh, Nihar B. Shah, Stelmakh, Ivan +5 · 5 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  6. Peer Reviews of Peer Reviews: A Randomized Controlled Trial and Other Experiments
    2023/11/16 by Alexander Goldberg, Goldberg, Alexander, Ivan Stelmakh +11 · 8 citations
    Computer Science · #Expert finding and Q&A systems
  7. A SUPER* Algorithm to Optimize Paper Bidding in Peer Review
    2020/06/27 by Tanner Fiez, Nihar B. Shah, Fiez, Tanner +3 · 4 citations
    Computer Science · #Expert finding and Q&A systems #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
  8. On Testing for Biases in Peer Review
    2019/12/31 by Ivan Stelmakh, Nihar B. Shah, Stelmakh, Ivan +3 · 4 citations
    Computer Science · #Applications (stat.AP) #Expert finding and Q&A systems #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
  9. Detecting LLM-Generated Peer Reviews
    2025/03/20 by Vishisht Rao, Rao, Vishisht, Aounon Kumar +5 · 4 voices · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Spam and Phishing Detection #cs.AI #cs.CR #cs.DL
  10. Stochastically Transitive Models for Pairwise Comparisons: Statistical\n and Computational Issues
    2015/10/19 by Nihar B. Shah, Shah, Nihar B., Sivaraman Balakrishnan +5 · 2 citations
    Computer Science · Economics, Econometrics and Finance · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Game Theory and Voting Systems #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Random Matrices and Applications
  11. On Strategyproof Conference Peer Review
    2018/06/16 by Yichong Xu, Xu, Yichong, Han Zhao +7 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. Near-Optimal Reviewer Splitting in Two-Phase Paper Reviewing and Conference Experiment Design
    2021/08/13 by Steven Jecmen, Jecmen, Steven, Hanrui Zhang +9 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
  13. A Gold Standard Dataset for the Reviewer Assignment Problem
    2023/03/23 by Ivan Stelmakh, John Wieting, Stelmakh, Ivan +6 · 3 citations
    Computer Science · #Digital Libraries (cs.DL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  14. Information-theoretically Secure Erasure Codes for Distributed Storage
    2015/08/16 by Nihar B. Shah, K. V. Rashmi, Shah, Nihar B. +5 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cryptography and Security (cs.CR) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT)
  15. On the Detection of Reviewer-Author Collusion Rings From Paper Bidding
    2024/02/12 by Steven Jecmen, Nihar B. Shah, Jecmen, Steven +5 · 2 citations
    Computer Science · Social Sciences · #Academic integrity and plagiarism #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  16. What Can Natural Language Processing Do for Peer Review?
    2024/05/10 by Ilia Kuznetsov, Kuznetsov, Ilia, Osama Mohammed Afzal +45 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  17. Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions
    2020/06/21 by Charvi Rastogi, Sivaraman Balakrishnan, Rastogi, Charvi +5 · 1 citation
    Economics, Econometrics and Finance · Business, Management and Accounting · #Game Theory and Voting Systems #Sports Analytics and Performance #Consumer Market Behavior and Pricing
  18. Debiasing Evaluations That are Biased by Evaluations
    2020/12/01 by Jingyan Wang, Wang, Jingyan, Ivan Stelmakh +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Algebra and Logic #Computational Drug Discovery Methods #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making
  19. Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS'24 Experiment
    2024/11/05 by Alexander Goldberg, Goldberg, Alexander, Ihsan Ullah +11 · 1 voice · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Topic Modeling #cs.CL #cs.DL #cs.HC
  20. How do Authors' Perceptions of their Papers Compare with Co-authors' Perceptions and Peer-review Decisions?
    2022/11/22 by Charvi Rastogi, Rastogi, Charvi, Ivan Stelmakh +17 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Databases (cs.DB) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
  21. Vulnerability of Text-Matching in ML/AI Conference Reviewer Assignments to Collusions
    2024/12/09 by Jhih-Yi, Hsieh, Jhih-Yi, Aditi Raghunathan +3 · 3 citations
    Computer Science · Medicine · Social Sciences · #Access Control and Trust #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  22. The More You Automate, the Less You See: Hidden Pitfalls of AI Scientist Systems
    2025/09/10 by Luo, Ziming, Atoosa Kasirzadeh, Kasirzadeh, Atoosa +2 · 2 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Digital Libraries (cs.DL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
  23. Identity Theft in AI Conference Peer Review
    2025/08/06 by Nihar B. Shah, Melisa Bok, Shah, Nihar B. +5 · 3 voices · 1 citation
    #cs.DL #cs.AI #cs.CR
  24. Tradeoffs in Preventing Manipulation in Paper Bidding for Reviewer Assignment
    2022/07/22 by Steven Jecmen, Jecmen, Steven, Nihar B. Shah +5 · 1 citation
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #Expert finding and Q&A systems #FOS: Computer and information sciences #Outsourcing and Supply Chain Management