Kean Ming Tan

992 total citations
25 papers, 440 citations indexed

About

Kean Ming Tan is a scholar working on Statistics and Probability, Artificial Intelligence and Computational Mechanics. According to data from OpenAlex, Kean Ming Tan has authored 25 papers receiving a total of 440 indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Statistics and Probability, 8 papers in Artificial Intelligence and 6 papers in Computational Mechanics. Recurrent topics in Kean Ming Tan's work include Statistical Methods and Inference (16 papers), Sparse and Compressive Sensing Techniques (6 papers) and Statistical Methods and Bayesian Inference (4 papers). Kean Ming Tan is often cited by papers focused on Statistical Methods and Inference (16 papers), Sparse and Compressive Sensing Techniques (6 papers) and Statistical Methods and Bayesian Inference (4 papers). Kean Ming Tan collaborates with scholars based in United States, Canada and China. Kean Ming Tan's co-authors include Daniela Witten, Wen‐Xin Zhou, Xuming He, Maitreya J. Dunham, Anna B. Sunshine, Célia Payen, Ivan Liachko, Giang T. Ong, Tong Zhang and Ali Shojaie and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Journal of the American Statistical Association and PLoS Biology.

In The Last Decade

Kean Ming Tan

22 papers receiving 432 citations

Peers

Countries citing papers authored by Kean Ming Tan

Since Specialization

Citations

This map shows the geographic impact of Kean Ming Tan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Kean Ming Tan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kean Ming Tan more than expected).

Fields of papers citing papers by Kean Ming Tan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Kean Ming Tan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Kean Ming Tan. The network helps show where Kean Ming Tan may publish in the future.

Co-authorship network of co-authors of Kean Ming Tan

This figure shows the co-authorship network connecting the top 25 collaborators of Kean Ming Tan. A scholar is included among the top collaborators of Kean Ming Tan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Kean Ming Tan. Kean Ming Tan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	High-Dimensional Expected Shortfall Regression 2025 ·Journal of the American Statistical Association ·(unknown), Xuming He, Kean Ming Tan, Wen‐Xin Zhou	0
2	Resistant convex clustering: How does the fusion penalty enhance resistance? 2025 ·Electronic Journal of Statistics ·Qiang Sun, (unknown), Chenyu Liu, Kean Ming Tan	0
3	Estimation and Inference for Nonparametric Expected Shortfall Regression over RKHS 2024 ·Journal of the American Statistical Association ·(unknown), Yue Wang, (unknown), Kean Ming Tan, Wen‐Xin Zhou	0
4	Retire: Robust expectile regression in high dimensions 2023 ·Journal of Econometrics ·(unknown), Kean Ming Tan, Zian Wang, Wen‐Xin Zhou	4
5	Estimation of complier expected shortfall treatment effects with a binary instrumental variable 2023 ·Journal of Econometrics ·Bo Wei, Kean Ming Tan, Xuming He	2
6	A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression 2023 ·Journal of Computational and Graphical Statistics ·(unknown), (unknown), Kean Ming Tan, Wen‐Xin Zhou	9
7	Robust estimation and inference for expected shortfall regression with many regressors 2023 ·Journal of the Royal Statistical Society Series B (Statistical Methodology) ·Xuming He, Kean Ming Tan, Wen‐Xin Zhou	7
8	Scalable estimation and inference for censored quantile regression process 2022 ·The Annals of Statistics ·Xuming He, (unknown), Kean Ming Tan, Wen‐Xin Zhou	9
9	Smoothed quantile regression with large-scale inference 2021 ·Journal of Econometrics ·Xuming He, (unknown), Kean Ming Tan, Wen‐Xin Zhou	51
10	Transformation of speech sequences in human sensorimotor circuits 2020 ·Proceedings of the National Academy of Sciences ·(unknown), (unknown), Kean Ming Tan, Taufik A. Valiante, Christopher J. Honey	15
11	Local uncertainty sampling for large-scale multiclass logistic regression 2020 ·The Annals of Statistics ·Lei Han, Kean Ming Tan, Ting Yang, Tong Zhang	20
12	Propagation of Information Along the Cortical Hierarchy as a Function of Attention While Reading and Listening to Stories 2018 ·Cerebral Cortex ·Mor Regev, Erez Simony, Katherine J. Lee, Kean Ming Tan, Janice Chen, Uri Hasson	45
13	Distributionally Robust Reduced Rank Regression and Principal Component Analysis in High Dimensions. 2018 ·arXiv (Cornell University) ·Kean Ming Tan, (unknown), Daniela Witten	2
14	Graphical nonconvex optimization via an adaptive convex relaxation 2018 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Qiang Sun, Kean Ming Tan, Han Liu, Tong Zhang	3
15	Replicates in high dimensions, with applications to latent variable graphical models 2016 ·Biometrika ·Kean Ming Tan, Yang Ning, Daniela Witten, Han Liu	5
16	The Fitness Consequences of Aneuploidy Are Driven by Condition-Dependent Gene Effects 2015 ·PLoS Biology ·Anna B. Sunshine, Célia Payen, Giang T. Ong, Ivan Liachko, Kean Ming Tan, Maitreya J. Dunham	69
17	The cluster graphical lasso for improved estimation of Gaussian graphical models 2014 ·Computational Statistics & Data Analysis ·Kean Ming Tan, Daniela Witten, Ali Shojaie	32
18	Sparse Biclustering of Transposable Data 2013 ·Journal of Computational and Graphical Statistics ·Kean Ming Tan, Daniela Witten	32
19	Logarithmic Transformation-Based Gamma Random Number Generators 2013 ·Journal of Statistical Software ·(unknown), Kean Ming Tan, Chuanhai Liu	6
20	Randomized Trial of Cisplatin versus Firocoxib versus Cisplatin/Firocoxib in Dogs with Transitional Cell Carcinoma of the Urinary Bladder 2012 ·Journal of Veterinary Internal Medicine ·Deborah W. Knapp, Carolyn J. Henry, William R. Widmer, Kean Ming Tan, George E. Moore, José A. Ramos‐Vara, Michael D. Lucroy, (unknown), (unknown), (unknown), P Hanson, Roberto Alva, Patty L. Bonney	49

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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