SOTAVerified

Sparse Learning

Papers

Showing 7180 of 185 papers

TitleStatusHype
Grouped Variable Selection with Discrete Optimization: Computational and Statistical PerspectivesCode0
Learning where to learn0
Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse TrainingCode1
Bayesian data-driven discovery of partial differential equations with variable coefficients0
Federated Nonconvex Sparse Learning0
Approximate Post-Selective Inference for Regression with the Group LASSO0
Similarity Preserving Unsupervised Feature Selection based on Sparse LearningCode0
KNN Classification with One-step ComputationCode0
Thunder: a Fast Coordinate Selection Solver for Sparse LearningCode0
Accelerated Gradient Methods for Sparse Statistical Learning with Nonconvex PenaltiesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Resnet-50: 80% SparseTop-1 Accuracy77.1Unverified
2Resnet-50: 90% SparseTop-1 Accuracy76.4Unverified
3Resnet-50: 80% Sparse 100 epochsTop-1 Accuracy76Unverified
4Resnet-50: 80% Sparse 100 epochsTop-1 Accuracy75.84Unverified
5Resnet-50: 90% Sparse 100 epochsTop-1 Accuracy74.5Unverified
6Resnet-50: 90% Sparse 100 epochsTop-1 Accuracy73.82Unverified
7MobileNet-v1: 75% SparseTop-1 Accuracy71.9Unverified
8MobileNet-v1: 90% SparseTop-1 Accuracy68.1Unverified
9SINDyTop-1 Accuracy6Unverified
#ModelMetricClaimedVerifiedStatus
1Resnet18Sparsity92.43Unverified
#ModelMetricClaimedVerifiedStatus
1Resnet18Sparsity93.63Unverified