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Anupam Datta

  1. Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice,\n and Discrimination
    2014/08/27 by Amit Datta, Michael Carl Tschantz, Datta, Amit +3 · 14 citations
    Computer Science · Psychology · Social Sciences · #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Sex work and related issues #Sexuality, Behavior, and Technology
  2. The Johnson-Lindenstrauss Transform Itself Preserves Differential Privacy
    2012/04/10 by Jeremiah Blocki, Blocki, Jeremiah, Avrim Blum +5 · 1 voice · 9 citations
    Computer Science · #Complexity and Algorithms in Graphs #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #cs.DS
  3. Gender Bias in Neural Natural Language Processing
    2018/07/31 by Kaiji Lu, Lu, Kaiji, Piotr Mardziel +7 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  4. Differentially Private Data Analysis of Social Networks via Restricted\n Sensitivity
    2012/08/22 by Jeremiah Blocki, Avrim Blum, Blocki, Jeremiah +5 · 6 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Complexity and Algorithms in Graphs
  5. ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration
    2025/02/02 by Ashwin Ramachandran, Deng, Minghang, Ramachandran, Ashwin +10 · 18 citations
    Computer Science · #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #Distributed and Parallel Computing Systems
  6. Smoothed Geometry for Robust Attribution
    2020/06/11 by Zifan Wang, Haofan Wang, Wang, Zifan +9 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  7. Consistent Counterfactuals for Deep Models
    2021/10/06 by Emily Black, Black, Emily, Zifan Wang +5 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  8. Influence-Directed Explanations for Deep Convolutional Networks
    2018/02/11 by K. Rustan M. Leino, Shayak Sen, Leino, Klas +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  9. Robust Models Are More Interpretable Because Attributions Look Normal
    2021/03/20 by Zifan Wang, Matt Fredrikson, Wang, Zifan +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Program Actions as Actual Causes: A Building Block for Accountability
    2015/05/05 by Anupam Datta, Deepak Garg, Datta, Anupam +7 · 3 citations
    Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Software Testing and Debugging Techniques
  11. Influence Patterns for Explaining Information Flow in BERT
    2020/11/02 by Kaiji Lu, Zifan Wang, Lu, Kaiji +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  12. Fairness Under Feature Exemptions: Counterfactual and Observational\n Measures
    2020/06/14 by Sanghamitra Dutta, Praveen Venkatesh, Dutta, Sanghamitra +7 · 2 citations
    Business, Management and Accounting · Social Sciences · #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Regulation and Compliance Studies
  13. Formal Verification of Differential Privacy for Interactive Systems
    2011/01/14 by Michael Carl Tschantz, Tschantz, Michael Carl, Dilsun Kaynar +3 · 1 citation
    Social Sciences · Computer Science · #Privacy, Security, and Data Protection #Cloud Data Security Solutions #Privacy-Preserving Technologies in Data
  14. Interpreting Interpretations: Organizing Attribution Methods by Criteria
    2020/02/19 by Zifan Wang, Piotr Mardziel, Wang, Zifan +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  15. Spaced Repetition and Mnemonics Enable Recall of Multiple Strong Passwords
    2014/10/06 by Jeremiah Blocki, Saranga Komanduri, Lorrie Cranor +1 · 1 voice
    Computer Science · #cs.CR #cs.HC
  16. Is Certifying ℓp Robustness Still Worthwhile?
    2023/10/13 by Ravi Mangal, K. Rustan M. Leino, Mangal, Ravi +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. De-amplifying Bias from Differential Privacy in Language Model Fine-tuning
    2024/02/07 by Sanjari Srivastava, Piotr Mardziel, Srivastava, Sanjari +9 · 1 citation
    Computer Science · #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Privacy-Preserving Technologies in Data
  18. Differential Privacy as a Causal Property
    2017/10/16 by Michael Carl Tschantz, Tschantz, Michael Carl, Shayak Sen +3 · 1 citation
    Computer Science · Social Sciences · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data