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ORCIDShaofeng Zou
- > Home > Persons > Shaofeng Zou
Publications
- 2021
[j12]Yuheng Bu
, Weihao Gao, Shaofeng Zou, Venugopal V. Veeravalli:
Population Risk Improvement with Model Compression: An Information-Theoretic Approach. Entropy 23(10): 1255 (2021)- 2020
- [j10]Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli:
Tightening Mutual Information-Based Bounds on Generalization Error. IEEE J. Sel. Areas Inf. Theory 1(1): 121-130 (2020) - [c32]Yuheng Bu, Weihao Gao, Shaofeng Zou, Venugopal V. Veeravalli:
Information-Theoretic Understanding of Population Risk Improvement with Model Compression. AAAI 2020: 3300-3307 - 2019
- [j7]Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli:
Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection. IEEE Trans. Signal Process. 67(8): 2115-2128 (2019) - [c23]Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli:
Tightening Mutual Information Based Bounds on Generalization Error. ISIT 2019: 587-591 - [i12]Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli:
Tightening Mutual Information Based Bounds on Generalization Error. CoRR abs/1901.04609 (2019) - [i11]Yuheng Bu, Weihao Gao, Shaofeng Zou, Venugopal V. Veeravalli:
Information-Theoretic Understanding of Population Risk Improvement with Model Compression. CoRR abs/1901.09421 (2019) - 2018
- [j5]Yuheng Bu, Shaofeng Zou, Yingbin Liang, Venugopal V. Veeravalli:
Estimation of KL Divergence: Optimal Minimax Rate. IEEE Trans. Inf. Theory 64(4): 2648-2674 (2018) - 2017
- [c14]Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli:
Linear-complexity exponentially-consistent tests for universal outlying sequence detection. ISIT 2017: 988-992 - [i7]Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli:
Linear Complexity Exponentially Consistent Tests for Outlying Sequence Detection. CoRR abs/1701.06084 (2017) - 2016
- [c11]Yuheng Bu, Shaofeng Zou, Yingbin Liang, Venugopal V. Veeravalli:
Universal outlying sequence detection for continuous observations. ICASSP 2016: 4254-4258 - [c10]Yuheng Bu, Shaofeng Zou, Yingbin Liang, Venugopal V. Veeravalli:
Estimation of KL divergence between large-alphabet distributions. ISIT 2016: 1118-1122 - [i5]Yuheng Bu, Shaofeng Zou, Yingbin Liang, Venugopal V. Veeravalli:
Estimation of KL Divergence: Optimal Minimax Rate. CoRR abs/1607.02653 (2016) - 2015
- [i3]Yuheng Bu, Shaofeng Zou, Yingbin Liang, Venugopal V. Veeravalli:
Universal Outlying sequence detection For Continuous Observations. CoRR abs/1509.07040 (2015)
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