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Sparse Learning

Papers

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Showing 91–100 of 185 papers

TitleStatusHype
Accelerated Gradient Methods for Sparse Statistical Learning with Nonconvex PenaltiesCode0
Effective Proximal Methods for Non-convex Non-smooth Regularized Learning—0
Adaptive support driven Bayesian reweighted algorithm for sparse signal recovery—0
Bayesian Sparse learning with preconditioned stochastic gradient MCMC and its applications—0
Fast OSCAR and OWL Regression via Safe Screening RulesCode0
SWAG: A Wrapper Method for Sparse Learning—0
Sparse learning with CART—0
A Sparse Learning Approach to the Design of Radar Tunable Architectures with Enhanced Selectivity Properties—0
Classification of Chinese Handwritten Numbers with Labeled Projective Dictionary Pair Learning—0
Adaptive Neural Connections for Sparsity Learning—0
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All datasetsImageNetCINIC-10ImageNet32

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Resnet-50: 80% SparseTop-1 Accuracy77.1—Unverified
2Resnet-50: 90% SparseTop-1 Accuracy76.4—Unverified
3Resnet-50: 80% Sparse 100 epochsTop-1 Accuracy76—Unverified
4Resnet-50: 80% Sparse 100 epochsTop-1 Accuracy75.84—Unverified
5Resnet-50: 90% Sparse 100 epochsTop-1 Accuracy74.5—Unverified
6Resnet-50: 90% Sparse 100 epochsTop-1 Accuracy73.82—Unverified
7MobileNet-v1: 75% SparseTop-1 Accuracy71.9—Unverified
8MobileNet-v1: 90% SparseTop-1 Accuracy68.1—Unverified
9SINDyTop-1 Accuracy6—Unverified
#ModelMetricClaimedVerifiedStatus
1Resnet18Sparsity92.43—Unverified
#ModelMetricClaimedVerifiedStatus
1Resnet18Sparsity93.63—Unverified