Shibani Santurkar

1. Adversarial Examples Are Not Bugs, They Are Features
   2019/05/06 by Andrew Ilyas, Ilyas, Andrew, Shibani Santurkar +10 · 6 voices · 67 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #cs.CR #cs.CV #cs.LG #stat.ML
2. Whose Opinions Do Language Models Reflect?
   2023/03/30 by Shibani Santurkar, Santurkar, Shibani, Esin Durmus +9 · 2 voices · 123 citations
   Computer Science · Social Sciences · #Computational and Text Analysis Methods #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.LG
3. Robustness May Be at Odds with Accuracy
   2018/05/30 by Dimitris Tsipras, Shibani Santurkar, Tsipras, Dimitris +7 · 65 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
4. Data Selection for Language Models via Importance Resampling
   2023/02/06 by Sang Michael Xie, Xie, Sang Michael, Shibani Santurkar +5 · 50 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
5. How Does Batch Normalization Help Optimization?
   2018/05/29 by Shibani Santurkar, Dimitris Tsipras, Santurkar, Shibani +5 · 31 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
6. OpenAI GPT-5 System Card
   2025/12/19 by Aaditya Singh, Adam Fry, Adam Perelman +483 · 2 voices · 37 citations
   #cs.CL #cs.AI
7. BREEDS: Benchmarks for Subpopulation Shift
   2020/08/11 by Shibani Santurkar, Santurkar, Shibani, Dimitris Tsipras +3 · 8 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
8. From ImageNet to Image Classification: Contextualizing Progress on Benchmarks
   2020/05/22 by Dimitris Tsipras, Tsipras, Dimitris, Shibani Santurkar +7 · 10 citations
   Computer Science · Medicine · #Mobile Crowdsensing and Crowdsourcing #Data Stream Mining Techniques #COVID-19 diagnosis using AI
9. Leveraging Sparse Linear Layers for Debuggable Deep Networks
   2021/05/11 by Eric Wong, Wong, Eric, Shibani Santurkar +3 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
10. Generative Compression
    2017/03/04 by Shibani Santurkar, Santurkar, Shibani, David Budden +3 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Generative Adversarial Networks and Image Synthesis
11. Editing a classifier by rewriting its prediction rules
    2021/12/02 by Shibani Santurkar, Santurkar, Shibani, Dimitris Tsipras +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
12. Image Synthesis with a Single (Robust) Classifier
    2019/06/06 by Shibani Santurkar, Santurkar, Shibani, Dimitris Tsipras +9 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)