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Osbert Bastani
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Cited by
Year
Measuring neural net robustness with constraints
O Bastani, Y Ioannou, L Lampropoulos, D Vytiniotis, A Nori, A Criminisi
Advances in neural information processing systems 29, 2016
4972016
Interpreting blackbox models via model extraction
O Bastani, C Kim, H Bastani
arXiv preprint arXiv:1705.08504, 2017
389*2017
Verifiable reinforcement learning via policy extraction
O Bastani, Y Pu, A Solar-Lezama
Advances in Neural Information Processing Systems, 2018
3332018
" How do I fool you?" Manipulating User Trust via Misleading Black Box Explanations
H Lakkaraju, O Bastani
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 79-85, 2020
2482020
Synthesizing program input grammars
O Bastani, R Sharma, A Aiken, P Liang
ACM SIGPLAN Notices 52 (6), 95-110, 2017
2122017
Program synthesis using conflict-driven learning
Y Feng, R Martins, O Bastani, I Dillig
ACM SIGPLAN Notices 53 (4), 420-435, 2018
1812018
Vip: Towards universal visual reward and representation via value-implicit pre-training
YJ Ma, S Sodhani, D Jayaraman, O Bastani, V Kumar, A Zhang
The Eleventh International Conference on Learning Representations, 2023
1262023
Automatically learning android malware signatures from few samples
Y Feng, O Bastani, R Martins, I Dillig, S Anand
Proceedings of the 2017 Annual Network and Distributed System Security …, 2017
105*2017
An efficient homomorphic encryption protocol for multi-user systems
L Xiao, O Bastani, IL Yen
Cryptology ePrint Archive, 2012
972012
A composable specification language for reinforcement learning tasks
K Jothimurugan, R Alur, O Bastani
Advances in Neural Information Processing Systems 32, 2019
912019
Probabilistic verification of fairness properties via concentration
O Bastani, X Zhang, A Solar-Lezama
Proceedings of the ACM on Programming Languages 3 (OOPSLA), 1-27, 2019
822019
Robust and stable black box explanations
H Lakkaraju, N Arsov, O Bastani
International conference on machine learning, 5628-5638, 2020
812020
Algorithms for fairness in sequential decision making
M Wen, O Bastani, U Topcu
International Conference on Artificial Intelligence and Statistics, 1144-1152, 2021
79*2021
Robust model predictive shielding for safe reinforcement learning with stochastic dynamics
S Li, O Bastani
2020 IEEE International Conference on Robotics and Automation (ICRA), 7166-7172, 2020
792020
Conservative offline distributional reinforcement learning
Y Ma, D Jayaraman, O Bastani
Advances in neural information processing systems 34, 19235-19247, 2021
672021
Compositional reinforcement learning from logical specifications
K Jothimurugan, S Bansal, O Bastani, R Alur
Advances in Neural Information Processing Systems 34, 10026-10039, 2021
672021
Eureka: Human-level reward design via coding large language models
YJ Ma, W Liang, G Wang, DA Huang, O Bastani, D Jayaraman, Y Zhu, ...
arXiv preprint arXiv:2310.12931, 2023
632023
Safe Reinforcement Learning with Nonlinear Dynamics via Model Predictive Shielding
O Bastani
American Control Conference (ACC), 2021
61*2021
Specification inference using context-free language reachability
O Bastani, S Anand, A Aiken
Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT Symposium on Principles of …, 2015
602015
Minimizing GUI event traces
L Clapp, O Bastani, S Anand, A Aiken
Proceedings of the 2016 24th ACM SIGSOFT International Symposium on …, 2016
552016
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