Marten H. Wegkamp

17 papers A* 2Journal 15
YearRankTypeTitle / Venue / Authors
2024 J jnl
Learning large softmax mixtures with warm start EM.
CoRR
Xin Bing, Florentina Bunea, Jonathan Niles-Weed, Marten H. Wegkamp
2022 J jnl
Essential Regression: A generalizable framework for inferring causal latent factors from multi-omic datasets.
Patterns
Xin Bing, Tyler Lovelace, Florentina Bunea, Marten H. Wegkamp, Sudhir Pai Kasturi, Harinder Singh, Panayiotis V. Benos, Jishnu Das
2022 J jnl
Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures.
CoRR
Xin Bing, Marten H. Wegkamp
2022 J jnl
Interpolating Predictors in High-Dimensional Factor Regression.
J. Mach. Learn. Res.
Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp
2021 J jnl
Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond.
J. Mach. Learn. Res.
Xin Bing, Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp
2020 J jnl
Interpolation under latent factor regression models.
CoRR
Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp
2020 J jnl
Optimal Estimation of Sparse Topic Models.
J. Mach. Learn. Res.
Xin Bing, Florentina Bunea, Marten H. Wegkamp
2020 J jnl
Optimal estimation of sparse topic models.
CoRR
Xin Bing, Florentina Bunea, Marten H. Wegkamp
2020 J jnl
Prediction in latent factor regression: Adaptive PCR and beyond.
CoRR
Xin Bing, Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp
2018 J jnl
A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics.
CoRR
Xin Bing, Florentina Bunea, Marten H. Wegkamp
2012 J jnl
Time-dependent copulas.
J. Multivar. Anal.
Jean-David Fermanian, Marten H. Wegkamp
2010 J jnl
Classification Methods with Reject Option Based on Convex Risk Minimization.
J. Mach. Learn. Res.
Ming Yuan, Marten H. Wegkamp
2008 J jnl
Classification with a Reject Option using a Hinge Loss.
J. Mach. Learn. Res.
Peter L. Bartlett, Marten H. Wegkamp
2008 J jnl
Quantization for Nonparametric Regression.
IEEE Trans. Inf. Theory
László Györfi, Marten H. Wegkamp
2007 A* conf
Sparse Density Estimation with
COLT
Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp
2006 A* conf
Aggregation and Sparsity Via
COLT
Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp
2005 J jnl
Functional classification in Hilbert spaces.
IEEE Trans. Inf. Theory
Gérard Biau, Florentina Bunea, Marten H. Wegkamp