Concepedia

Cheng Zhang

CZ

17

Publications

1K

Citations

13

H-Index

2013

Active since

Affiliations

Microsoft Research (United Kingdom)(Current)

KTH Royal Institute of Technology

Microsoft (United States)

University of Cambridge

University of California, Irvine

Cheng Zhang is an author at Microsoft Research (United Kingdom) specializing in engineering, machine learning, and statistics.

Top concepts

EngineeringMachine LearningStatisticsData ScienceComputer ScienceStatistical InferenceDeep LearningBayesian InferenceSemi-supervised LearningUncertainty Quantification

Publications per year

2013–2022

17

Publications

17

Advances in Variational Inference

Cheng Zhang, Judith Bütepage, Hedvig Kjellström et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 628 citations · Full text

Engineering, Machine Learning, Data Science +10

Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck

Maximilian Igl, Kamil Ciosek, Yingzhen Li et al. · arXiv (Cornell University) · 2019 · 57 citations · Full text

Artificial Intelligence, Regularization Technique, Engineering +17

Active Mini-Batch Sampling Using Repulsive Point Processes

Cheng Zhang, Cengiz Öztireli, Stephan Mandt et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 36 citations · Full text

Stochastic Simulation, Sampling (Signal Processing), Engineering +13

Hamiltonian Monte Carlo acceleration using surrogate functions with random bases

Cheng Zhang, Babak Shahbaba, Hongkai Zhao · Statistics and Computing · 2016 · 33 citations · Full text

Engineering, Monte Carlo, Monte Carlo Method +7

Generalization in Reinforcement Learning with Selective Noise Injection\n and Information Bottleneck

Maximilian Igl, Kamil Ciosek, Yingzhen Li et al. · arXiv (Cornell University) · 2019 · 30 citations · Full text

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