conftrace_

sparse regularization

54 papers

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Co-occurring keywords

convex optimization (1321) multi-task learning (2575) sparse optimization (246) feature selection (649) non-convex optimization (547) group lasso (64) convex relaxation (112) multi-task feature learning (13) bayesian inference (1907) feature learning (1311)

Papers

Compressing Neural Networks using the Variational Information Bottleneck ICML 2018
Celer: a Fast Solver for the Lasso with Dual Extrapolation ICML 2018
Discovering Phonesthemes with Sparse Regularization NAACL 2018
Group Sparse Optimization via lp,q Regularization JMLR 2017
Robust Discriminative Clustering with Sparse Regularizers JMLR 2017
Combined Group and Exclusive Sparsity for Deep Neural Networks ICML 2017
Fast ConvNets Using Group-Wise Brain Damage CVPR 2016
Asymmetric Multi-task Learning Based on Task Relatedness and Loss ICML 2016
Generalized Direct Change Estimation in Ising Model Structure ICML 2016
Theory of Dual-sparse Regularized Randomized Reduction ICML 2015
Polar Operators for Structured Sparse Estimation NIPS 2013
Multi-Stage Multi-Task Feature Learning JMLR 2013
Reconciling "priors" & "priors" without prejudice? NIPS 2013
Stochastic Deconvolution CVPR 2013
Learning to Estimate and Remove Non-uniform Image Blur CVPR 2013
Stationary-Sparse Causality Network Learning JMLR 2013
Compressive Sensing MRI with Wavelet Tree Sparsity NIPS 2012
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models AISTATS 2012
Multi-Stage Multi-Task Feature Learning NIPS 2012
Learning the Dependency Structure of Latent Factors NIPS 2012
Optimal Regularized Dual Averaging Methods for Stochastic Optimization NIPS 2012
Sparse Approximate Manifolds for Differential Geometric MCMC NIPS 2012
Unifying Framework for Fast Learning Rate of Non-Sparse Multiple Kernel Learning NIPS 2011
Improved Loss Bounds For Multiple Kernel Learning AISTATS 2011
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups NIPS 2010