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Sparse Learning

Papers

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Showing 121–130 of 185 papers

TitleStatusHype
Learning where to learn—0
Locally Convex Sparse Learning over Networks—0
Local Region Sparse Learning for Image-on-Scalar Regression—0
Low-Rank Matrix Regression via Least-Angle Regression—0
Multi-SIGATnet: A multimodal schizophrenia MRI classification algorithm using sparse interaction mechanisms and graph attention networks—0
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation—0
Multi-task Sparse Learning with Beta Process Prior for Action Recognition—0
Multivariate Dyadic Regression Trees for Sparse Learning Problems—0
Nonconvex Sparse Learning via Stochastic Optimization with Progressive Variance Reduction—0
Nonparametric Greedy Algorithms for the Sparse Learning Problem—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