Marten H. Wegkamp - researchr alias

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Viewing Publication 1 - 11 from 11

2022

Essential Regression: A generalizable framework for inferring causal latent factors from multi-omic datasetsXin Bing, Tyler Lovelace, Florentina Bunea, Marten H. Wegkamp, Sudhir Pai Kasturi, Harinder Singh, Panayiotis V. Benos, Jishnu Das. patterns, 3(5):100473, 2022. [doi]

Interpolating Predictors in High-Dimensional Factor RegressionFlorentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp. jmlr, 23, 2022. [doi]

2021

Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and BeyondXin Bing, Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp. jmlr, 22, 2021. [doi]

2020

Optimal Estimation of Sparse Topic ModelsXin Bing, Florentina Bunea, Marten H. Wegkamp. jmlr, 21, 2020. [doi]

2012

Time-dependent copulasJean-David Fermanian, Marten H. Wegkamp. ma, 110:19-29, 2012. [doi]

2010

Classification Methods with Reject Option Based on Convex Risk MinimizationMing Yuan, Marten H. Wegkamp. jmlr, 11:111-130, 2010. [doi]

2008

Classification with a Reject Option using a Hinge LossPeter L. Bartlett, Marten H. Wegkamp. jmlr, 9:1823-1840, 2008. [doi]

Quantization for Nonparametric RegressionLászló Györfi, Marten H. Wegkamp. TIT, 54(2):867-874, 2008. [doi]

2007

Sparse Density Estimation with ::::l::::::1:: PenaltiesFlorentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp. colt 2007: 530-543 [doi]

2006

Aggregation and Sparsity Via ::::l::::::1:: Penalized Least SquaresFlorentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp. colt 2006: 379-391 [doi]

2005

Functional classification in Hilbert spacesGérard Biau, Florentina Bunea, Marten H. Wegkamp. TIT, 51(6):2163-2172, 2005. [doi]

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