| Sample Efficient Model-free Reinforcement Learning from LTL Specifications with Optimality Guarantees D Shao, M Kwiatkowska Proceedings of the International Joint Conference on Artificial Intelligence …, 2023 | 19 | 2023 |
| Learning Decision Policies with Instrumental Variables through Double Machine Learning D Shao, A Soleymani, F Quinzan, M Kwiatkowska Proceedings of ICML 2024, 2024 | 3 | 2024 |
| Double Machine Learning for Conditional Moment Restrictions: IV regression, Proximal Causal Learning and Beyond D Shao, A Soleymani, F Quinzan, M Kwiatkowska arXiv preprint arXiv:2506.14950, 2025 | | 2025 |
| A Unifying Framework for Causal Imitation Learning with Hidden Confounders D Shao, TK Buening, M Kwiatkowska The International Conference on Learning Representations (ICLR) 2025. SCSL …, 2025 | | 2025 |
| STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers D Shao, L Fesser, M Kwiatkowska arXiv preprint arXiv:2401.05338, 2023 | | 2023 |
Marta KwiatkowskaProfessor of Computing Systems, University of OxfordVerified email at comlab.ox.ac.uk
