Marten Wegkamp

2.5k total citations
42 papers, 1.3k citations indexed

About

Marten Wegkamp is a scholar working on Statistics and Probability, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Marten Wegkamp has authored 42 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 30 papers in Statistics and Probability, 16 papers in Artificial Intelligence and 5 papers in Control and Systems Engineering. Recurrent topics in Marten Wegkamp's work include Statistical Methods and Inference (26 papers), Bayesian Methods and Mixture Models (9 papers) and Advanced Statistical Methods and Models (9 papers). Marten Wegkamp is often cited by papers focused on Statistical Methods and Inference (26 papers), Bayesian Methods and Mixture Models (9 papers) and Advanced Statistical Methods and Models (9 papers). Marten Wegkamp collaborates with scholars based in United States, Canada and France. Marten Wegkamp's co-authors include Jean‐David Fermanian, Peter L. Bartlett, Dragan Radulović, Florentina Bunea, Alexandre B. Tsybakov, Radu Herbei, Gérard Biau, Ming Yuan, Donald J. Brown and Sara van de Geer and has published in prestigious journals such as Econometrica, Nature Methods and IEEE Transactions on Information Theory.

In The Last Decade

Marten Wegkamp

40 papers receiving 1.2k citations

Peers

Marten Wegkamp

SP

AI

FINAN

CM

MSOR

Yanyuan Ma United States

Heng Peng China

Chenlei Leng Singapore

Heng Lian China

Pascal Sarda France

Qin Jin China

Anton Schίck United States

Harro Walk Germany

Lan Wang United States

Lixing Zhu China

Yanyuan Ma United States

Marten Wegkamp

1.4k ×2.3

SP

397 ×0.8

AI

170 ×0.6

FINAN

87 ×0.6

CM

102 ×0.8

MSOR

Citations per year, relative to Marten Wegkamp Marten Wegkamp (= 1×) peers Yanyuan Ma

Countries citing papers authored by Marten Wegkamp

Since Specialization

Citations

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

Fields of papers citing papers by Marten Wegkamp

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marten Wegkamp

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

1.

Xiao, Hanxi, Tracy Tabib, Kun He, et al.. (2024). SLIDE: Significant Latent Factor Interaction Discovery and Exploration across biological domains. Nature Methods. 21(5). 835–845. 12 indexed citations

2.

Wegkamp, Marten, et al.. (2023). Interpolating discriminant functions in high-dimensional Gaussian latent mixtures. Biometrika. 111(1). 291–308.

3.

Bunea, Florentina, Marten Wegkamp, Sudhir Pai Kasturi, et al.. (2022). Essential Regression: A generalizable framework for inferring causal latent factors from multi-omic datasets. Patterns. 3(5). 100473–100473. 10 indexed citations

4.

Bunea, Florentina, et al.. (2021). Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond. Journal of Machine Learning Research. 22(177). 1–50. 2 indexed citations

5.

Bunea, Florentina, et al.. (2020). A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics. Bernoulli. 26(3). 14 indexed citations

6.

Bunea, Florentina, et al.. (2019). Essential regression. arXiv (Cornell University). 2 indexed citations

7.

Das, Jishnu, Kaitlyn Gayvert, Florentina Bunea, Marten Wegkamp, & Haiyuan Yu. (2015). ENCAPP: elastic-net-based prognosis prediction and biomarker discovery for human cancers. BMC Genomics. 16(1). 263–263. 29 indexed citations

8.

Wegkamp, Marten, et al.. (2013). Analysis of elliptical copula correlation factor model with Kendall's tau. arXiv (Cornell University). 3 indexed citations

9.

Fermanian, Jean‐David & Marten Wegkamp. (2012). Time-dependent copulas. Journal of Multivariate Analysis. 110. 19–29. 35 indexed citations

10.

Yuan, Ming & Marten Wegkamp. (2010). Classification Methods with Reject Option Based on Convex Risk Minimization. Journal of Machine Learning Research. 11(5). 111–130. 56 indexed citations

11.

Bunea, Florentina, Yiyuan She, & Marten Wegkamp. (2010). Adaptive Rank Penalized Estimators in Multivariate Regression. arXiv (Cornell University). 6 indexed citations

12.

Bartlett, Peter L. & Marten Wegkamp. (2008). Classification with a Reject Option using a Hinge Loss. Journal of Machine Learning Research. 9(59). 1823–1840. 192 indexed citations

13.

Györfi, László & Marten Wegkamp. (2008). Quantization for Nonparametric Regression. IEEE Transactions on Information Theory. 54(2). 867–874. 6 indexed citations

14.

Tsybakov, Alexandre B., et al.. (2007). Sparsity oracle inequalities for the Lasso. SPIRE - Sciences Po Institutional REpository. 196 indexed citations

15.

Wegkamp, Marten. (2007). Lasso type classifiers with a reject option. Electronic Journal of Statistics. 1(none). 16 indexed citations

16.

Bunea, Florentina, et al.. (2005). Consistent variable selection in high dimensional regression via multiple testing. Journal of Statistical Planning and Inference. 136(12). 4349–4364. 35 indexed citations

17.

Bunea, Florentina & Marten Wegkamp. (2004). Two‐stage model selection procedures in partially linear regression. Canadian Journal of Statistics. 32(2). 105–118. 17 indexed citations

18.

Bunea, Florentina & Marten Wegkamp. (2003). A note on penalized minimum distance estimation in nonparametric regression. Canadian Journal of Statistics. 31(3). 267–274. 2 indexed citations

19.

Wegkamp, Marten. (1998). Entropy methods in statistical estimation. Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands. 125. 1–129. 5 indexed citations

20.

Helmers, Roelof & Marten Wegkamp. (1998). Wild Bootstrapping in Finite Populations with Auxiliary Information. Scandinavian Journal of Statistics. 25(2). 383–399. 2 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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