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

On Semi-Supervised Linear Regression in Covariate Shift Problems JMLR 2015
Minimax Fixed-Design Linear Regression COLT 2015
Optimum Statistical Estimation with Strategic Data Sources COLT 2015
Truthful Linear Regression COLT 2015
Competing with the Empirical Risk Minimizer in a Single Pass COLT 2015
New Bounds on Compressive Linear Least Squares Regression AISTATS 2014
Fast and Robust Least Squares Estimation in Corrupted Linear Models NIPS 2014
Active Regression by Stratification NIPS 2014
On Estimating Causal Effects based on Supplemental Variables AISTATS 2014
Exact Post Model Selection Inference for Marginal Screening NIPS 2014
The limits of squared Euclidean distance regularization NIPS 2014
Sparse Bayesian structure learning with “dependent relevance determination” priors NIPS 2014
Elementary Estimators for High-Dimensional Linear Regression ICML 2014
A Statistical Perspective on Algorithmic Leveraging ICML 2014
Dual Linear Regression Based Classification for Face Cluster Recognition CVPR 2014
Heavy-tailed regression with a generalized median-of-means ICML 2014
Hard-Margin Active Linear Regression ICML 2014
Feature Multi-Selection among Subjective Features ICML 2013
Learning Coupled Feature Spaces for Cross-Modal Matching ICCV 2013
Block Regularized Lasso for Multivariate Multi-Response Linear Regression AISTATS 2013
Open Problem: Fast Stochastic Exp-Concave Optimization COLT 2013
Generalized Spike-and-Slab Priors for Bayesian Group Feature Selection Using Expectation Propagation JMLR 2013
Selecting Diverse Features via Spectral Regularization NIPS 2012
Sparse Features for PCA-Like Linear Regression NIPS 2011
Structured Variable Selection with Sparsity-Inducing Norms JMLR 2011