SOTAVerified

Sparse Learning

Papers

Showing 3140 of 185 papers

TitleStatusHype
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization ProblemsCode0
SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse LearningCode0
Optimal approximation for unconstrained non-submodular minimizationCode0
Learning task structure via sparsity grouped multitask learningCode0
MyESL: Sparse learning in molecular evolution and phylogenetic analysisCode0
Grouped Variable Selection with Discrete Optimization: Computational and Statistical PerspectivesCode0
From safe screening rules to working sets for faster Lasso-type solversCode0
HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive RegularizationCode0
Feature Selection: A Data PerspectiveCode0
CLASSP: a Biologically-Inspired Approach to Continual Learning through Adjustment Suppression and Sparsity PromotionCode0
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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