SOTAVerified

Sparse Learning

Papers

Showing 2130 of 185 papers

TitleStatusHype
Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and PythonCode1
Rigging the Lottery: Making All Tickets WinnersCode1
Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models0
A Knowledge Transfer Framework for Differentially Private Sparse Learning0
Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data0
Best Subset Selection with Efficient Primal-Dual Algorithm0
Beyond L2-Loss Functions for Learning Sparse Models0
Best Subset Selection via a Modern Optimization Lens0
AMS-Net: Adaptive Multiscale Sparse Neural Network with Interpretable Basis Expansion for Multiphase Flow Problems0
A bio-inspired implementation of a sparse-learning spike-based hippocampus memory model0
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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