conftrace_

elastic net

23 papers

Explore in graph

Co-occurring keywords

convex optimization (1321) sparse regression (175) variable selection (146) ridge regression (134) nuclear norm (79) support vector machine (978) spectral method (204) model explanation (155) convex regularization (5) sparse optimization (246)

Papers

G–LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint) AAAI 2024
Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves AISTATS 2023
Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net JMLR 2023
Provably tuning the ElasticNet across instances NIPS 2022
Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian Matrices COLT 2020
Curvature-Exploiting Acceleration of Elastic Net Computations ICML 2019
Using Benson’s Algorithm for Regularization Parameter Tracking AAAI 2019
Primal-Dual Block Generalized Frank-Wolfe NIPS 2019
Explaining Deep Learning Models -- A Bayesian Non-parametric Approach NIPS 2018
Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization JMLR 2018
CoCoA: A General Framework for Communication-Efficient Distributed Optimization JMLR 2018
Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net NIPS 2018
Identifying a Minimal Class of Models for High--dimensional Data JMLR 2017
Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect JMLR 2017
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016
On Semi-Supervised Linear Regression in Covariate Shift Problems JMLR 2015
Elastic Net Constraints for Shape Matching ICCV 2013
Sparse Prediction with the $k$-Support Norm NIPS 2012
Calibrated Elastic Regularization in Matrix Completion NIPS 2012
Efficient variable selection in support vector machines via the alternating direction method of multipliers AISTATS 2011
Convex envelopes of complexity controlling penalties: the case against premature envelopment AISTATS 2011
EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning NIPS 2011
Exploiting Covariate Similarity in Sparse Regression via the Pairwise Elastic Net AISTATS 2010