Almost Optimal Variance-Constrained Best Arm Identification
Published in IEEE Transactions on Information Theory (IEEE TIT), Volume 69, Issue 4, April 2023, doi: 10.1109/TIT.2022.3222231., 2023
Yunlong Hou, Vincent Y. F. Tan and Zixin Zhong
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publications
Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits
Published in Conference on Neural Information Processing Systems (NeurIPS), 2024, 2024
Yunlong Hou, Vincent Y. F. Tan and Zixin ZhongBanditSpec: Adaptive Speculative Decoding via Bandit Algorithms
Published in International Conference on Machine Learning (ICML), 2025, 2025
Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, and Zhuoran YangDemystifying the Slash Pattern in Attention: The Role of RoPE
Published in , 1900
Yuan Cheng, Fengzhuo Zhang, Yunlong Hou, Cunxiao Du, Chao Du, Tianyu Tang, Aixin Sun, Zhuoran YangProbably Anytime-Safe Stochastic Combinatorial Semi-Bandits
Published in International Conference on Machine Learning (ICML), 2023, 2023
Yunlong Hou, Vincent Y. F. Tan and Zixin Zhongtalks
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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