Piotr Mardziel

1. Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks
   2019/10/03 by Haofan Wang, Wang, Haofan, Zifan Wang +13 · 78 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
2. Foundations of Probabilistic Programming
   2020/11/18 by Fredrik Dahlqvist, Alexandra Silva, Dexter Kozen +45 · 1 voice · 6 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Logic, Reasoning, and Knowledge
3. Gender Bias in Neural Natural Language Processing
   2018/07/31 by Kaiji Lu, Lu, Kaiji, Piotr Mardziel +7 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. Smoothed Geometry for Robust Attribution
   2020/06/11 by Zifan Wang, Wang, Zifan, Haofan Wang +9 · 4 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
5. Influence Patterns for Explaining Information Flow in BERT
   2020/11/02 by Kaiji Lu, Lu, Kaiji, Zifan Wang +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
6. 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
7. 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
8. 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