Osbert Bastani
University of Pennsylvania(US)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Topic Modeling, Explainable Artificial Intelligence (XAI), Software Engineering Research
Most-Cited Works
- → "How do I fool you?"(2020)212 cited
- → Generative AI Can Harm Learning(2024)151 cited
- → Interpreting Blackbox Models via Model Extraction(2017)131 cited
- → Synthesizing program input grammars(2017)129 cited
- → Measuring Neural Net Robustness with Constraints(2016)115 cited
- → Verifiable Reinforcement Learning via Policy Extraction(2018)115 cited
- → Program synthesis using conflict-driven learning(2018)108 cited
- → DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset(2024)99 cited
- → Interpretability via Model Extraction(2017)92 cited
- → Automated Synthesis of Semantic Malware Signatures using Maximum Satisfiability(2017)87 cited