sparse learning

A Knowledge Transfer Framework for Differentially Private Sparse Learning AAAI 2020 An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning AAAI 2020 Information theoretic limits of learning a sparse rule NeurIPS 2020 Sparse Learning with CART NeurIPS 2020 Spike and slab variational Bayes for high dimensional logistic regression NeurIPS 2020 Thunder: a Fast Coordinate Selection Solver for Sparse Learning NeurIPS 2020 Transfer Learning via ℓ_1 Regularization NeurIPS 2020 Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection AAAI 2019 Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019 Differentially Private Iterative Gradient Hard Thresholding for Sparse Learning IJCAI 2019 Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning AISTATS 2019 Efficiently Learning Fourier Sparse Set Functions NeurIPS 2019 Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019 Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning IJCAI 2019 Optimal Stochastic and Online Learning with Individual Iterates NeurIPS 2019 Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python JMLR 2019 Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019 Efficient online algorithms for fast-rate regret bounds under sparsity NeurIPS 2018 Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018 Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning COLING 2018 Neural Sparse Topical Coding ACL 2018 Posterior Concentration for Sparse Deep Learning NeurIPS 2018 Proximal SCOPE for Distributed Sparse Learning NeurIPS 2018 Simultaneous Clustering and Estimation of Heterogeneous Graphical Models JMLR 2018 Sparse Learning in Gaussian Chain Graphs for State Space Models PGM 2018