Haiyun He

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 13

Top Topics

Generalization Error

Top Venues

IEEE Trans. Inf. Theory

IEEE Commun. Lett.

Publications

Haiyun He, Christina Lee Yu, Ziv Goldfeld
Information-Theoretic Generalization Bounds for Deep Neural Networks. CoRR (2024)
Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan
How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? AISTATS (2023)
Haiyun He, Hanshu Yan, Vincent Y. F. Tan
Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning. J. Mach. Learn. Res. 23 (2022)
Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan
How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? CoRR (2022)
Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan
Optimal Change-Point Detection With Training Sequences in the Large and Moderate Deviations Regimes. IEEE Trans. Inf. Theory 67 (10) (2021)
Haiyun He, Hanshu Yan, Vincent Y. F. Tan
Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning. CoRR (2021)
Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan
Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. CoRR (2020)
Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan
Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. ISITA (2020)
Haiyun He, Lin Zhou, Vincent Y. F. Tan
Distributed Detection With Empirically Observed Statistics. IEEE Trans. Inf. Theory 66 (7) (2020)
Haiyun He, Lin Zhou, Vincent Y. F. Tan
Distributed Detection with Empirically Observed Statistics. CoRR (2019)
Haiyun He, Lin Zhou, Vincent Y. F. Tan
Distributed Detection with Empirically Observed Statistics. ITW (2019)
Haiyun He, Shuowen Zhang, Yong Zeng, Rui Zhang
Joint Altitude and Beamwidth Optimization for UAV-Enabled Multiuser Communications. IEEE Commun. Lett. 22 (2) (2018)
Haiyun He, Shuowen Zhang, Yong Zeng, Rui Zhang
Joint Altitude and Beamwidth Optimization for UAV-Enabled Multiuser Communications. CoRR (2017)
Ilya Zaslavsky, Haiyun He, Joshua Tran, Maryann E. Martone, Amarnath Gupta
Integrating Brain Data Spatially: Spatial Data Infrastructure and Atlas Environment for Online Federation and Analysis of Brain Images. DEXA Workshops (2004)
Maryann E. Martone, Shenglan Zhang, Amarnath Gupta, Xufei Qian, Haiyun He, Diana L. Price, Mona Wong, Simone Santini, Mark H. Ellisman
The cell-centered database - A database for multiscale structural and protein localization data from light and electron microscopy. Neuroinformatics 1 (4) (2003)
Haiyun He, Curtis E. Dyreson
Warp-Edge Optimization in XPath. OOIS Workshops (2002)