conftrace_

linear regression

282 papers

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Co-occurring keywords

differential privacy (1016) convex optimization (1321) logistic regression (386) high-dimensional regression (142) feature selection (649) ridge regression (134) stochastic gradient descent (1091) least square (101) sample complexity (1169) robust regression (79)

Papers

A Family of Penalty Functions for Structured Sparsity NIPS 2010
Fast Active-set-type Algorithms for $l1$-regularized Linear Regression AISTATS 2010
A Dirty Model for Multi-task Learning NIPS 2010
Heterogeneous multitask learning with joint sparsity constraints NIPS 2009
Directed Regression NIPS 2009
Feature Selection Methods for Improving Protein Structure Prediction with Rosetta NIPS 2007
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error JMLR 2006