Daqian Shao

According to our database, Daqian Shao authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Double Machine Learning for Conditional Moment Restrictions: IV Regression, Proximal Causal Learning and Beyond.

Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska

CoRR, June, 2025

A Unifying Framework for Causal Imitation Learning with Hidden Confounders.

Daqian Shao, Thomas Kleine Buening, Marta Kwiatkowska

CoRR, February, 2025

2024

STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers.

Daqian Shao, Lukas Fesser, Marta Kwiatkowska

CoRR, 2024

Learning Decision Policies with Instrumental Variables through Double Machine Learning.

Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Sample Efficient Model-free Reinforcement Learning from LTL Specifications with Optimality Guarantees.

Daqian Shao, Marta Kwiatkowska

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023