Tibshirani, Robert

15 publications

CVPR 2025 BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature Alejandro Lozano, Min Woo Sun, James Burgess, Liangyu Chen, Jeffrey J. Nirschl, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Anita Rau, Austin Wolfgang Katzer, Yuhui Zhang, Collin Chiu, Xiaohan Wang, Alfred Seunghoon Song, Robert Tibshirani, Serena Yeung-Levy

NeurIPSW 2022 Estimation of Prediction Error with Known Covariate Shift Hui Xu, Robert Tibshirani

NeurIPSW 2022 FastCPH: Efficient Survival Analysis for Neural Networks Xuelin Yang, Louis Abraham, Sejin Kim, Petr Smirnov, Feng Ruan, Benjamin Haibe-Kains, Robert Tibshirani

NeurIPSW 2022 FastCPH: Efficient Survival Analysis for Neural Networks Xuelin Yang, Louis Abraham, Sejin Kim, Petr Smirnov, Feng Ruan, Benjamin Haibe-Kains, Robert Tibshirani

JMLR 2021 LassoNet: A Neural Network with Feature Sparsity Ismael Lemhadri, Feng Ruan, Louis Abraham, Robert Tibshirani

JMLR 2010 Spectral Regularization Algorithms for Learning Large Incomplete Matrices Rahul Mazumder, Trevor Hastie, Robert Tibshirani

JMLR 2009 Estimation of Sparse Binary Pairwise Markov Networks Using Pseudo-Likelihoods Holger Höfling, Robert Tibshirani

JMLR 2007 Margin Trees for High-Dimensional Classification Robert Tibshirani, Trevor Hastie

JMLR 2004 The Entire Regularization Path for the Support Vector Machine Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu

NeurIPS 2004 The Entire Regularization Path for the Support Vector Machine Saharon Rosset, Robert Tibshirani, Ji Zhu, Trevor J. Hastie

NeurIPS 2003 1-Norm Support Vector Machines Ji Zhu, Saharon Rosset, Robert Tibshirani, Trevor J. Hastie

NeCo 2003 Note on "Comparison of Model Selection for Regression" by Vladimir Cherkassky and Yunqian Ma Trevor Hastie, Robert Tibshirani, Jerome H. Friedman

NeurIPS 1997 Classification by Pairwise Coupling Trevor Hastie, Robert Tibshirani

NeCo 1996 A Comparison of Some Error Estimates for Neural Network Models Robert Tibshirani

NeurIPS 1995 Discriminant Adaptive Nearest Neighbor Classification and Regression Trevor Hastie, Robert Tibshirani