sparse regularization

The Impact of Regularization on High-dimensional Logistic Regression NeurIPS 2019 Celer: a Fast Solver for the Lasso with Dual Extrapolation ICML 2018 Compressing Neural Networks using the Variational Information Bottleneck ICML 2018 Discovering Phonesthemes with Sparse Regularization NAACL 2018 High-dimensional Similarity Learning via Dual-sparse Random Projection IJCAI 2018 Combined Group and Exclusive Sparsity for Deep Neural Networks ICML 2017 Group Sparse Optimization via lp,q Regularization JMLR 2017 Robust Discriminative Clustering with Sparse Regularizers JMLR 2017 Asymmetric Multi-task Learning Based on Task Relatedness and Loss ICML 2016 Fast ConvNets Using Group-Wise Brain Damage CVPR 2016 Generalized Direct Change Estimation in Ising Model Structure ICML 2016 Theory of Dual-sparse Regularized Randomized Reduction ICML 2015 Learning to Estimate and Remove Non-uniform Image Blur CVPR 2013 Multi-Stage Multi-Task Feature Learning JMLR 2013 On Algorithms for Sparse Multi-factor NMF NeurIPS 2013 On Decomposing the Proximal Map NeurIPS 2013 Polar Operators for Structured Sparse Estimation NeurIPS 2013 Reconciling "priors" & "priors" without prejudice? NeurIPS 2013 Stationary-Sparse Causality Network Learning JMLR 2013 Stochastic Deconvolution CVPR 2013 Compressive Sensing MRI with Wavelet Tree Sparsity NeurIPS 2012 Learning the Dependency Structure of Latent Factors NeurIPS 2012 Multi-Stage Multi-Task Feature Learning NeurIPS 2012 On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models AISTATS 2012 Optimal Regularized Dual Averaging Methods for Stochastic Optimization NeurIPS 2012