Heyang Zhao

According to our database, Heyang Zhao authored at least 11 papers between 2021 and 2024.

Collaborative distances:

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

2024

Feel-Good Thompson Sampling for Contextual Dueling Bandits.

Xuheng Li, Heyang Zhao, Quanquan Gu

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

Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning.

Qiwei Di, Heyang Zhao, Jiafan He, Quanquan Gu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Variance-aware Regret Bounds for Stochastic Contextual Dueling Bandits.

Qiwei Di, Tao Jin, Yue Wu, Heyang Zhao, Farzad Farnoud, Quanquan Gu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation.

Heyang Zhao, Jiafan He, Quanquan Gu

CoRR, 2023

Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits.

Heyang Zhao, Dongruo Zhou, Jiafan He, Quanquan Gu

Proceedings of the International Conference on Machine Learning, 2023

Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes.

Jiafan He, Heyang Zhao, Dongruo Zhou, Quanquan Gu

Proceedings of the International Conference on Machine Learning, 2023

Variance-Dependent Regret Bounds for Linear Bandits and Reinforcement Learning: Adaptivity and Computational Efficiency.

Heyang Zhao, Jiafan He, Dongruo Zhou, Tong Zhang, Quanquan Gu

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022

Bandit Learning with General Function Classes: Heteroscedastic Noise and Variance-dependent Regret Bounds.

Heyang Zhao, Dongruo Zhou, Jiafan He, Quanquan Gu

CoRR, 2022

VinciDecoder: Automatically Interpreting Provenance Graphs into Textual Forensic Reports with Application to OpenStack.

Azadeh Tabiban, Heyang Zhao, Yosr Jarraya, Makan Pourzandi, Lingyu Wang

Proceedings of the Secure IT Systems, 2022

ProvTalk: Towards Interpretable Multi-level Provenance Analysis in Networking Functions Virtualization (NFV).

Azadeh Tabiban, Heyang Zhao, Yosr Jarraya, Makan Pourzandi, Mengyuan Zhang, Lingyu Wang

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

2021

Linear Contextual Bandits with Adversarial Corruptions.

Heyang Zhao, Dongruo Zhou, Quanquan Gu

CoRR, 2021