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Sparse Learning

Papers

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Showing 131–140 of 185 papers

TitleStatusHype
Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels—0
Nonparametric Sparse Online Learning of the Koopman Operator—0
Nonsparse learning with latent variables—0
Online Unsupervised Multi-view Feature Selection—0
On Newton Screening—0
On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning—0
On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions—0
On the exact recovery of sparse signals via conic relaxations—0
On The Projection Operator to A Three-view Cardinality Constrained Set—0
Optimal Stochastic and Online Learning with Individual Iterates—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