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Krishna P. Gummadi

  1. From Parity to Preference-based Notions of Fairness in Classification
    2017/06/30 by Muhammad Bilal Zafar, Zafar, Muhammad Bilal, Isabel Valera +7 · 30 citations
    Social Sciences · #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. On Microtargeting Socially Divisive Ads
    2018/08/28 by Filipe N. Ribeiro, Filipe Nunes Ribeiro, Koustuv Saha +8 · 1 voice · 5 citations
    Computer Science · Social Sciences · #Digital Marketing and Social Media #Misinformation and Its Impacts #Spam and Phishing Detection #cs.SI
  3. Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated\n Decision Making
    2018/06/13 by Hoda Heidari, Claudio Ferrari, Heidari, Hoda +5 · 10 citations
    Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Decision-Making and Behavioral Economics #Ethics and Social Impacts of AI #Experimental Behavioral Economics Studies #FOS: Computer and information sciences
  4. iFair: Learning Individually Fair Data Representations for Algorithmic\n Decision Making
    2018/06/04 by Preethi Lahoti, Lahoti, Preethi, Krishna P. Gummadi +3 · 7 citations
    Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. CrossWalk: Fairness-enhanced Node Representation Learning
    2021/05/06 by Ahmad Khajehnejad, Khajehnejad, Ahmad, M. Amin Khajehnejad +9 · 7 citations
    Psychology · Social Sciences · #Behavioral Health and Interventions #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Social and Intergroup Psychology
  6. Analyzing User Engagement with TikTok's Short Format Video Recommendations using Data Donations
    2023/01/12 by Savvas Zannettou, Olivia-Nemes Nemeth, Zannettou, Savvas +11 · 9 citations
    Business, Management and Accounting · Computer Science · Social Sciences · #Caching and Content Delivery #Computers and Society (cs.CY) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Privacy, Security, and Data Protection #Social and Information Networks (cs.SI)
  7. On the Long-term Impact of Algorithmic Decision Policies: Effort\n Unfairness and Feature Segregation through Social Learning
    2019/03/04 by Hoda Heidari, Heidari, Hoda, Vedant Nanda +3 · 6 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences
  8. A Moral Framework for Understanding of Fair ML through Economic Models\n of Equality of Opportunity
    2018/09/10 by Hoda Heidari, Heidari, Hoda, Michele Loi +5 · 4 citations
    Neuroscience · Social Sciences · #FOS: Computer and information sciences #FOS: Economics and business #Free Will and Agency #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Political Philosophy and Ethics #Psychology of Moral and Emotional Judgment #Theoretical Economics (econ.TH)
  9. Understanding Blockchain Governance: Analyzing Decentralized Voting to Amend DeFi Smart Contracts
    2023/05/28 by Johnnatan Messias, Vabuk Pahari, Messias, Johnnatan +7 · 6 citations
    Computer Science · Decision Sciences · #Auction Theory and Applications #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting
  10. Characterizing Information Diets of Social Media Users
    2017/04/05 by Juhi Kulshrestha, Kulshrestha, Juhi, Muhammad Bilal Zafar +7 · 2 citations
    Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Misinformation and Its Impacts #Social Media and Politics #Social and Information Networks (cs.SI)
  11. Sponsored is the New Organic: Implications of Sponsored Results on Quality of Search Results in the Amazon Marketplace
    2024/07/26 by Abhisek Dash, Saptarshi Ghosh, Dash, Abhisek +7 · 1 voice · 1 citation
    Computer Science · Social Sciences · #Computational Engineering #Computers and Society (cs.CY) #Digital Marketing and Social Media #FOS: Computer and information sciences #Finance #Information Retrieval (cs.IR) #and Science (cs.CE) #cs.CE #cs.CY #cs.IR
  12. Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
    2024/07/27 by Till Speicher, Mohammad Aflah Khan, Speicher, Till +13 · 4 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Translation Studies and Practices
  13. An Empirical Study on Learning Fairness Metrics for COMPAS Data with\n Human Supervision
    2019/10/22 by Hanchen Wang, Nina Grgić-Hlača, Wang, Hanchen +7 · 2 citations
    Medicine · Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Ethics in Clinical Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Psychology of Moral and Emotional Judgment
  14. TikTok and the Art of Personalization: Investigating Exploration and Exploitation on Social Media Feeds
    2024/03/19 by Karan Vombatkere, Sepehr Mousavi, Vombatkere, Karan +7 · 3 citations
    Decision Sciences · Social Sciences · #FOS: Computer and information sciences #Impact of Technology on Adolescents #Privacy, Security, and Data Protection #Social and Information Networks (cs.SI) #Technology Adoption and User Behaviour
  15. On the Reliability of Profile Matching Across Large Online Social\n Networks
    2015/06/07 by Oana Goga, Patrick Loiseau, Goga, Oana +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  16. Diffused Redundancy in Pre-trained Representations
    2023/05/31 by Vedant Nanda, Till Speicher, Nanda, Vedant +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. On Fairness, Diversity and Randomness in Algorithmic Decision Making
    2017/06/30 by Nina Grgić-Hlača, Grgić-Hlača, Nina, Muhammad Bilal Zafar +5 · 1 citation
    Neuroscience · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Psychology of Moral and Emotional Judgment
  18. Minimizing Margin of Victory for Fair Political and Educational\n Districting
    2019/09/12 by Ana-Andreea Stoica, Stoica, Ana-Andreea, Abhijnan Chakraborty +5 · 1 citation
    Computer Science · Economics, Econometrics and Finance · Social Sciences · #Computer Science and Game Theory (cs.GT) #Electoral Systems and Political Participation #FOS: Computer and information sciences #Game Theory and Voting Systems #Internet Traffic Analysis and Secure E-voting #Multiagent Systems (cs.MA) #Social and Information Networks (cs.SI)
  19. Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models
    2025/02/18 by Soumi Das, Camila Kolling, Das, Soumi +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  20. Who Makes Trends? Understanding Demographic Biases in Crowdsourced\n Recommendations
    2017/04/01 by Abhijnan Chakraborty, Johnnatan Messias, Chakraborty, Abhijnan +9 · 2 citations
    Social Sciences · #Digital Marketing and Social Media #FOS: Computer and information sciences #FOS: Physical sciences #Misinformation and Its Impacts #Physics and Society (physics.soc-ph) #Social Media and Politics #Social and Information Networks (cs.SI)
  21. Modeling Coordinated vs. P2P Mining: An Analysis of Inefficiency and\n Inequality in Proof-of-Work Blockchains
    2021/06/05 by Mohamed Alzayat, Alzayat, Mohamed, Johnnatan Messias +7 · 1 citation
    Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Supply Chain and Inventory Management
  22. Dissecting Bitcoin and Ethereum Transactions: On the Lack of Transaction Contention and Prioritization Transparency in Blockchains
    2023/02/14 by Johnnatan Messias, Vabuk Pahari, Balakrishnan Chandrasekaran +2 · 1 voice
    Computer Science · #cs.CR
  23. Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers
    2022/02/08 by Abhisek Dash, Dash, Abhisek, Abhijnan Chakraborty +7 · 1 citation
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Mobile Crowdsensing and Crowdsourcing
  24. Lawma: The Power of Specialization for Legal Annotation
    2024/07/23 by Ricardo Dominguez-Olmedo, Dominguez-Olmedo, Ricardo, Vedant Nanda +15 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Comparative and International Law Studies #Computation and Language (cs.CL) #European and International Contract Law #FOS: Computer and information sciences #Legal Education and Practice Innovations #Machine Learning (cs.LG)
  25. FaiRIR: Mitigating Exposure Bias from Related Item Recommendations in Two-Sided Platforms
    2022/04/01 by Abhisek Dash, Dash, Abhisek, Abhijnan Chakraborty +7 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Privacy-Preserving Technologies in Data
  26. Measuring Representational Robustness of Neural Networks Through Shared Invariances
    2022/06/23 by Vedant Nanda, Nanda, Vedant, Till Speicher +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
  27. Taking Advice from (Dis)Similar Machines: The Impact of Human-Machine Similarity on Machine-Assisted Decision-Making
    2022/09/08 by Nina Grgić-Hlača, Claude Castelluccia, Grgić-Hlača, Nina +3 · 1 citation
    Decision Sciences · Social Sciences · #Computers and Society (cs.CY) #Decision-Making and Behavioral Economics #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Impact of AI and Big Data on Business and Society
  28. Hubble: a Model Suite to Advance the Study of LLM Memorization
    2025/10/22 by Johnny Tian-Zheng Wei, Wei, Johnny Tian-Zheng, Ameya Godbole +17 · 3 citations
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  29. The Case for Temporal Transparency: Detecting Policy Change Events in\n Black-Box Decision Making Systems
    2016/10/31 by Miguel Ferreira, Ferreira, Miguel, Muhammad Bilal Zafar +3 · 1 citation
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Data Stream Mining Techniques
  30. On Exercising Governance Power in Decentralized Autonomous Organizations
    2026/07/28 by Vabuk Pahari, Balakrishnan Chandrasekaran, Johnnatan Messias +2
    Computer Science · #cs.CR #cs.CY