Shibani Santurkar

Publications by Year

Research Areas

Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling

Most-Cited Works

• → Adversarial Examples Are Not Bugs, They Are Features(2019)395 cited
• → Robustness May Be at Odds with Accuracy(2018)371 cited
• → Adversarially Robust Generalization Requires More Data(2018)359 cited
• → How Does Batch Normalization Help Optimization?(2018)229 cited
• → Generative Compression(2018)202 cited
• → Implementation Matters in Deep Policy Gradients: A Case Study on PPO and TRPO(2020)137 cited
• Implementation Matters in Deep RL: A Case Study on PPO and TRPO(2020)
• → Holistic Evaluation of Language Models(2022)115 cited
• → Whose Opinions Do Language Models Reflect?(2023)96 cited