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Sparse Learning

Papers archive 2025-07-28

archive papers tagged: 185 · with a code link: 52 · where Syntology ran a sample: 12 (11 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (12 of 185 tagged: 11 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 185 of 185, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Bayesian data-driven discovery of partial differential equations with variable coefficients
  2 Feb 2021 0 repositories listed
• Federated Nonconvex Sparse Learning
  31 Dec 2020 0 repositories listed
• Approximate Post-Selective Inference for Regression with the Group LASSO
  31 Dec 2020 0 repositories listed
• Effective Proximal Methods for Non-convex Non-smooth Regularized Learning
  14 Sep 2020 0 repositories listed
• Adaptive support driven Bayesian reweighted algorithm for sparse signal recovery
  10 Aug 2020 0 repositories listed
• Bayesian Sparse learning with preconditioned stochastic gradient MCMC and its applications
  29 Jun 2020 0 repositories listed
• SWAG: A Wrapper Method for Sparse Learning
  23 Jun 2020 0 repositories listed
• Sparse learning with CART
  7 Jun 2020 0 repositories listed
• A Sparse Learning Approach to the Design of Radar Tunable Architectures with Enhanced Selectivity Properties
  27 Apr 2020 0 repositories listed
• Classification of Chinese Handwritten Numbers with Labeled Projective Dictionary Pair Learning
  26 Mar 2020 0 repositories listed
• Adaptive Neural Connections for Sparsity Learning
  5 Mar 2020 0 repositories listed
• Learning High Order Feature Interactions with Fine Control Kernels
  9 Feb 2020 0 repositories listed
• On Newton Screening
  27 Jan 2020 0 repositories listed
• Optimal Stochastic and Online Learning with Individual Iterates
  1 Dec 2019 0 repositories listed
• A Discriminative Gaussian Mixture Model with Sparsity
  14 Nov 2019 0 repositories listed
• Learning Cluster Structured Sparsity by Reweighting
  11 Oct 2019 0 repositories listed
• A Knowledge Transfer Framework for Differentially Private Sparse Learning
  13 Sep 2019 0 repositories listed
• A Bayesian Lasso based Sparse Learning Model
  20 Aug 2019 0 repositories listed
• A unified approach to mixed-integer optimization problems with logical constraints
  3 Jul 2019 0 repositories listed
• forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction
  23 May 2019 0 repositories listed
• Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning
  24 Apr 2019 0 repositories listed
• Sparse Learning for Variable Selection with Structures and Nonlinearities
  26 Mar 2019 0 repositories listed
• Structure learning via unstructured kernel-based M-regression
  3 Jan 2019 0 repositories listed
• Proximal SCOPE for Distributed Sparse Learning
  1 Dec 2018 0 repositories listed
• Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application to Reinforcement Learning
  2 Nov 2018 0 repositories listed
• Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning
  1 Aug 2018 0 repositories listed
• Sparse Range-constrained Learning and Its Application for Medical Image Grading
  11 Jul 2018 0 repositories listed
• Safe Active Feature Selection for Sparse Learning
  15 Jun 2018 0 repositories listed
• Safe Element Screening for Submodular Function Minimization
  22 May 2018 0 repositories listed
• Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis
  17 May 2018 0 repositories listed
• Learning on Hypergraphs with Sparsity
  3 Apr 2018 0 repositories listed
• Locally Convex Sparse Learning over Networks
  31 Mar 2018 0 repositories listed
• Proximal SCOPE for Distributed Sparse Learning: Better Data Partition Implies Faster Convergence Rate
  15 Mar 2018 0 repositories listed
• A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data
  18 Jan 2018 0 repositories listed
• Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation
  7 Jan 2018 0 repositories listed
• Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression
  25 Dec 2017 0 repositories listed
• A New Data-Driven Sparse-Learning Approach to Study Chemical Reaction Networks
  18 Dec 2017 0 repositories listed
• Super-sparse Learning in Similarity Spaces
  17 Dec 2017 0 repositories listed
• A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks
  12 Dec 2017 0 repositories listed
• On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning
  1 Dec 2017 0 repositories listed
• Parametric Simplex Method for Sparse Learning
  1 Dec 2017 0 repositories listed
• Nonsparse learning with latent variables
  7 Oct 2017 0 repositories listed
• Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation
  2 Sep 2017 0 repositories listed
• On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions
  19 Jun 2017 0 repositories listed
• Automatically Redundant Features Removal for Unsupervised Feature Selection via Sparse Feature Graph
  13 May 2017 0 repositories listed
• Homotopy Parametric Simplex Method for Sparse Learning
  4 Apr 2017 0 repositories listed
• On The Projection Operator to A Three-view Cardinality Constrained Set
  21 Mar 2017 0 repositories listed
• Decentralized Frank-Wolfe Algorithm for Convex and Non-convex Problems
  5 Dec 2016 0 repositories listed
• Simultaneous Clustering and Estimation of Heterogeneous Graphical Models
  28 Nov 2016 0 repositories listed
• Fast Learning with Nonconvex L1-2 Regularization
  29 Oct 2016 0 repositories listed
• Online Unsupervised Multi-view Feature Selection
  27 Sep 2016 0 repositories listed
• Local Region Sparse Learning for Image-on-Scalar Regression
  27 May 2016 0 repositories listed
• Efficient Distributed Learning with Sparsity
  25 May 2016 0 repositories listed
• Nonconvex Sparse Learning via Stochastic Optimization with Progressive Variance Reduction
  9 May 2016 0 repositories listed
• On the exact recovery of sparse signals via conic relaxations
  15 Mar 2016 0 repositories listed
• Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach
  22 Jan 2016 0 repositories listed
• HONOR: Hybrid Optimization for NOn-convex Regularized problems
  1 Dec 2015 0 repositories listed
• Sparse learning of maximum likelihood model for optimization of complex loss function
  18 Nov 2015 0 repositories listed
• Sparse Learning for Large-scale and High-dimensional Data: A Randomized Convex-concave Optimization Approach
  12 Nov 2015 0 repositories listed
• Parametric Maxflows for Structured Sparse Learning with Convex Relaxations of Submodular Functions
  14 Sep 2015 0 repositories listed
• Best Subset Selection via a Modern Optimization Lens
  11 Jul 2015 0 repositories listed
• Safe Feature Pruning for Sparse High-Order Interaction Models
  26 Jun 2015 0 repositories listed
• Direct l_(2,p)-Norm Learning for Feature Selection
  2 Apr 2015 0 repositories listed
• A Nonconvex Approach for Structured Sparse Learning
  7 Mar 2015 0 repositories listed
• Statistical Limits of Convex Relaxations
  4 Mar 2015 0 repositories listed
• Pathwise Coordinate Optimization for Sparse Learning: Algorithm and Theory
  23 Dec 2014 0 repositories listed
• Accelerated Mini-batch Randomized Block Coordinate Descent Method
  1 Dec 2014 0 repositories listed
• Partial Occlusion Handling for Visual Tracking via Robust Part Matching
  1 Jun 2014 0 repositories listed
• A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning
  9 Apr 2014 0 repositories listed
• Beyond L2-Loss Functions for Learning Sparse Models
  26 Mar 2014 0 repositories listed
• Sparse Learning over Infinite Subgraph Features
  20 Mar 2014 0 repositories listed
• Can Image-Level Labels Replace Pixel-Level Labels for Image Parsing
  7 Mar 2014 0 repositories listed
• Tensor Representation and Manifold Learning Methods for Remote Sensing Images
  13 Jan 2014 0 repositories listed
• Safe and Efficient Screening For Sparse Support Vector Machine
  30 Oct 2013 0 repositories listed
• Compound Poisson Processes, Latent Shrinkage Priors and Bayesian Nonconvex Penalization
  28 Aug 2013 0 repositories listed
• Safe Screening With Variational Inequalities and Its Application to LASSO
  29 Jul 2013 0 repositories listed
• Efficient Mixed-Norm Regularization: Algorithms and Safe Screening Methods
  16 Jul 2013 0 repositories listed
• Multi-task Sparse Learning with Beta Process Prior for Action Recognition
  1 Jun 2013 0 repositories listed
• Accelerated Training for Matrix-norm Regularization: A Boosting Approach
  1 Dec 2012 0 repositories listed
• Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning
  1 Dec 2012 0 repositories listed
• EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning
  1 Dec 2011 0 repositories listed
• Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels
  1 Dec 2011 0 repositories listed
• Multivariate Dyadic Regression Trees for Sparse Learning Problems
  1 Dec 2010 0 repositories listed
• Nonparametric Greedy Algorithms for the Sparse Learning Problem
  1 Dec 2009 0 repositories listed
• Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models
  1 Dec 2008 0 repositories listed