Stanislav Minsker

788 total citations
21 papers, 276 citations indexed

About

Stanislav Minsker is a scholar working on Statistics and Probability, Computational Mechanics and Artificial Intelligence. According to data from OpenAlex, Stanislav Minsker has authored 21 papers receiving a total of 276 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Statistics and Probability, 9 papers in Computational Mechanics and 4 papers in Artificial Intelligence. Recurrent topics in Stanislav Minsker's work include Statistical Methods and Inference (13 papers), Advanced Statistical Methods and Models (11 papers) and Sparse and Compressive Sensing Techniques (9 papers). Stanislav Minsker is often cited by papers focused on Statistical Methods and Inference (13 papers), Advanced Statistical Methods and Models (11 papers) and Sparse and Compressive Sensing Techniques (9 papers). Stanislav Minsker collaborates with scholars based in United States, France and Russia. Stanislav Minsker's co-authors include Sanvesh Srivastava, David B. Dunson, Lizhen Lin, Xiaohan Wei, Mauro Maggioni, Nate Strawn, Zhao Ren, Qiang Sun, Wen‐Xin Zhou and Larry Goldstein and has published in prestigious journals such as Journal of the American Statistical Association, IEEE Transactions on Information Theory and Machine Learning.

In The Last Decade

Stanislav Minsker

18 papers receiving 260 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Stanislav Minsker United States	8	139	111	55	24	22	21	276
Adityanand Guntuboyina United States	10	216 1.6×	105 0.9×	93 1.7×	24 1.0×	31 1.4×	27	332
Yiqiao Zhong United States	7	98 0.7×	79 0.7×	81 1.5×	18 0.8×	24 1.1×	14	295
Ethan X. Fang United States	9	119 0.9×	129 1.2×	129 2.3×	19 0.8×	28 1.3×	24	383
Jianming Ye China	6	151 1.1×	77 0.7×	20 0.4×	12 0.5×	53 2.4×	11	329
Guillaume Lecué France	10	158 1.1×	87 0.8×	95 1.7×	12 0.5×	44 2.0×	27	279
Pierre Alquier France	11	142 1.0×	163 1.5×	47 0.9×	7 0.3×	34 1.5×	33	294
Yannick Baraud France	10	322 2.3×	128 1.2×	45 0.8×	9 0.4×	27 1.2×	20	408
Mariane Pelletier France	9	162 1.2×	178 1.6×	24 0.4×	50 2.1×	9 0.4×	25	296
Takashi Takenouchi Japan	9	106 0.8×	174 1.6×	19 0.3×	8 0.3×	75 3.4×	38	352

Countries citing papers authored by Stanislav Minsker

Since Specialization

Citations

This map shows the geographic impact of Stanislav Minsker'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 Stanislav Minsker with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stanislav Minsker more than expected).

Fields of papers citing papers by Stanislav Minsker

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Stanislav Minsker. 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 Stanislav Minsker. The network helps show where Stanislav Minsker may publish in the future.

Co-authorship network of co-authors of Stanislav Minsker

This figure shows the co-authorship network connecting the top 25 collaborators of Stanislav Minsker. A scholar is included among the top collaborators of Stanislav Minsker 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 Stanislav Minsker. Stanislav Minsker 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

Minsker, Stanislav. (2025). Uniform bounds for robust mean estimators. Stochastic Processes and their Applications. 190. 104724–104724. 1 indexed citations

Minsker, Stanislav, et al.. (2025). Generalized median of means principle for Bayesian inference. Machine Learning. 114(4).

Minsker, Stanislav, et al.. (2024). Robust and Tuning-Free Sparse Linear Regression via Square-Root Slope. SIAM Journal on Mathematics of Data Science. 6(2). 428–453.

Minsker, Stanislav & Nate Strawn. (2024). The Geometric Median and Applications to Robust Mean Estimation. SIAM Journal on Mathematics of Data Science. 6(2). 504–533. 1 indexed citations

Minsker, Stanislav. (2023). U-statistics of growing order and sub-Gaussian mean estimators with sharp constants. 7(1). 1–39. 2 indexed citations

Minsker, Stanislav & Lang Wang. (2022). Robust Estimation of Covariance Matrices: Adversarial Contamination and Beyond. Statistica Sinica. 1 indexed citations

Minsker, Stanislav, et al.. (2021). Excess risk bounds in robust empirical risk minimization. Information and Inference A Journal of the IMA. 10(4). 1423–1490. 4 indexed citations

Minsker, Stanislav & Xiaohan Wei. (2019). Moment inequalities for matrix-valued U-statistics of order 2. Electronic Journal of Probability. 24(none). 1 indexed citations

Minsker, Stanislav, et al.. (2019). User-Friendly Covariance Estimation for Heavy-Tailed Distributions. Statistical Science. 34(3). 32 indexed citations

10.

Goldstein, Larry, Stanislav Minsker, & Xiaohan Wei. (2018). Structured Signal Recovery From Non-Linear and Heavy-Tailed Measurements. IEEE Transactions on Information Theory. 64(8). 5513–5530. 13 indexed citations

11.

Minsker, Stanislav, Sanvesh Srivastava, Lizhen Lin, & David B. Dunson. (2017). Robust and Scalable Bayes via a Median of Subset Posterior Measures. arXiv (Cornell University). 18(124). 1–40. 36 indexed citations

12.

Minsker, Stanislav. (2015). Geometric median and robust estimation in Banach spaces. Bernoulli. 21(4). 105 indexed citations

13.

Minsker, Stanislav, Ying‐Qi Zhao, & Guang Cheng. (2015). Active Clinical Trials for Personalized Medicine. Journal of the American Statistical Association. 111(514). 875–887. 7 indexed citations

14.

Maggioni, Mauro, Stanislav Minsker, & Nate Strawn. (2015). Geometric multi-resolution analysis for dictionary learning. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 9597. 95971C–95971C. 1 indexed citations

15.

Maggioni, Mauro, Stanislav Minsker, & Nate Strawn. (2014). Dictionary Learning and Non-Asymptotic Bounds for Geometric Multi-Resolution Analysis. arXiv (Cornell University).

16.

Minsker, Stanislav, Sanvesh Srivastava, Lizhen Lin, & David B. Dunson. (2014). Scalable and Robust Bayesian Inference via the Median Posterior. International Conference on Machine Learning. 1656–1664. 40 indexed citations

17.

Koltchinskii, Vladimir & Stanislav Minsker. (2014). L 1 -penalization in functional linear regression with subgaussian design. 1. 269–330. 2 indexed citations

18.

Maggioni, Mauro, Stanislav Minsker, & Nate Strawn. (2014). Dictionary Learning and Non‐Asymptotic Bounds for Geometric Multi‐Resolution Analysis. PAMM. 14(1). 1013–1016. 3 indexed citations

19.

Maggioni, Mauro, Stanislav Minsker, & Nate Strawn. (2014). Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness. Journal of Machine Learning Research. 17(1). 43–93. 16 indexed citations

20.

Minsker, Stanislav. (2013). Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling.. PubMed. 105–121. 1 indexed citations

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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