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Sparse Learning

Papers

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Showing 81–90 of 185 papers

TitleStatusHype
Learning Cluster Structured Sparsity by Reweighting—0
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning—0
Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks—0
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning—0
Learning governing physics from output only measurements—0
Learning High Order Feature Interactions with Fine Control Kernels—0
Infinite-Dimensional Sparse Learning in Linear System Identification—0
Learning sparse auto-encoders for green AI image coding—0
Learning Sparsity for Effective and Efficient Music Performance Question Answering—0
Infinite-dimensional optimization and Bayesian nonparametric learning of stochastic differential equations—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