Daniela M. Witten

27 papers A* 1Journal 24Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Data Thinning for Convolution-Closed Distributions.
J. Mach. Learn. Res.
Anna C. Neufeld, Ameer Dharamshi, Lucy L. Gao, Daniela M. Witten
2023 J jnl
Modeling functional cell types in spike train data.
PLoS Comput. Biol.
Daniel N. Zdeblick, Eric Shea-Brown, Daniela M. Witten, Michael A. Buice
2023 J jnl
More Powerful Selective Inference for the Graph Fused Lasso.
J. Comput. Graph. Stat.
Yiqun Chen, Sean Jewell, Daniela M. Witten
2023 J jnl
Revisiting inference after prediction.
J. Mach. Learn. Res.
Keshav Motwani, Daniela M. Witten
2023 J jnl
Selective inference for k-means clustering.
J. Mach. Learn. Res.
Yiqun T. Chen, Daniela M. Witten
2023 J jnl
Valid inference after prediction.
CoRR
Keshav Motwani, Daniela M. Witten
2022 J jnl
Tree-Values: Selective Inference for Regression Trees.
J. Mach. Learn. Res.
Anna C. Neufeld, Lucy L. Gao, Daniela M. Witten
2021 J jnl
Corrigendum to "Machine learning techniques for mitoses classification" [Comput. Med. Imaging Graphics 87 January (2021) 101832].
Comput. Medical Imaging Graph.
Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro
2021 J jnl
Machine learning techniques for mitoses classification.
Comput. Medical Imaging Graph.
Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro
2019 J jnl
CADD: predicting the deleteriousness of variants throughout the human genome.
Nucleic Acids Res.
Philipp Rentzsch, Daniela M. Witten, Gregory M. Cooper, Jay Shendure, Martin Kircher
2018 J jnl
Distributionally Robust Reduced Rank Regression and Principal Component Analysis in High Dimensions.
CoRR
Kean Ming Tan, Qiang Sun, Daniela M. Witten
2016 J jnl
Convex Regression with Interpretable Sharp Partitions.
J. Mach. Learn. Res.
Ashley Petersen, Noah Simon, Daniela M. Witten
2016 — ch.
Penalized Estimation in Complex Models.
Handbook of Big Data
Jacob Bien, Daniela M. Witten
2015 A* conf
Pathway Graphical Lasso.
AAAI
Maxim Grechkin, Maryam Fazel, Daniela M. Witten, Su-In Lee
2015 J jnl
The cluster graphical lasso for improved estimation of Gaussian graphical models.
Comput. Stat. Data Anal.
Kean Ming Tan, Daniela M. Witten, Ali Shojaie
2014 J jnl
Inferring Clonal Composition from Multiple Sections of a Breast Cancer.
PLoS Comput. Biol.
Habil Zare, Junfeng Wang, Alex Hu, Kris Weber, Joshua D. Smith, Deborah A. Nickerson, ChaoZhong Song, Daniela M. Witten, C. Anthony Blau, William Stafford Noble
2014 J jnl
Learning graphical models with hubs.
J. Mach. Learn. Res.
Kean Ming Tan, Palma London, Karthik Mohan, Su-In Lee, Maryam Fazel, Daniela M. Witten
2014 J jnl
Node-based learning of multiple Gaussian graphical models.
J. Mach. Learn. Res.
Karthik Mohan, Palma London, Maryam Fazel, Daniela M. Witten, Su-In Lee
2014 J jnl
Sure Screening for Gaussian Graphical Models.
CoRR
Shikai Luo, Rui Song, Daniela M. Witten
2014 J jnl
The Cluster Elastic Net for High-Dimensional Regression With Unknown Variable Grouping.
Technometrics
Daniela M. Witten, Ali Shojaie, Fan Zhang
2013 J jnl
Node-Based Learning of Multiple Gaussian Graphical Models
CoRR
Karthik Mohan, Palma London, Maryam Fazel, Daniela M. Witten, Su-In Lee
2013 J jnl
Scientific research in the age of omics: the good, the bad, and the sloppy.
J. Am. Medical Informatics Assoc.
Daniela M. Witten, Robert Tibshirani
2012 — conf
Structured Learning of Gaussian Graphical Models.
NIPS
Karthik Mohan, Michael Jae-Yoon Chung, Seungyeop Han, Daniela M. Witten, Su-In Lee, Maryam Fazel
2011 J jnl
Sparse Discriminant Analysis.
Technometrics
Line H. Clemmensen, Trevor Hastie, Daniela M. Witten, Bjarne K. Ersbøll
2011 J jnl
Supervised multidimensional scaling for visualization, classification, and bipartite ranking.
Comput. Stat. Data Anal.
Daniela M. Witten, Robert Tibshirani
2010 J jnl
A comparative study of machine learning methods for authorship attribution.
Lit. Linguistic Comput.
Matthew L. Jockers, Daniela M. Witten
2008 J jnl
Reassessing authorship of the
Lit. Linguistic Comput.
Matthew L. Jockers, Daniela M. Witten, Craig S. Criddle