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Sparse Learning

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 176–185 of 185 papers

Title	Date	Tasks	Status	Hype
Thunder: a Fast Coordinate Selection Solver for Sparse Learning	Dec 1, 2020	Sparse Learning	CodeCode Available	0
Sparse learning of stochastic dynamic equations	Dec 6, 2017	DenoisingSparse Learning	CodeCode Available	0
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems	Mar 18, 2013	Sparse Learning	CodeCode Available	0
Video-Text Retrieval by Supervised Sparse Multi-Grained Learning	Feb 19, 2023	Representation LearningRetrieval	CodeCode Available	0
Scalable Subset Selection in Linear Mixed Models	Jun 25, 2025	MarketingSparse Learning	CodeCode Available	0
Lottery Aware Sparsity Hunting: Enabling Federated Learning on Resource-Limited Edge	Aug 27, 2022	Federated LearningModel Compression	CodeCode Available	0
Fast OSCAR and OWL Regression via Safe Screening Rules	Jun 29, 2020	regressionSparse Learning	CodeCode Available	0
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach	Sep 13, 2024	In-Context LearningRetrieval	CodeCode Available	0
DRFormer: Multi-Scale Transformer Utilizing Diverse Receptive Fields for Long Time-Series Forecasting	Aug 5, 2024	PositionSparse Learning	CodeCode Available	0
Similarity Preserving Unsupervised Feature Selection based on Sparse Learning	Dec 15, 2020	feature selectionSparse Learning	CodeCode Available	0

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All datasets ImageNet CINIC-10 ImageNet32

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Resnet-50: 80% Sparse	Top-1 Accuracy	77.1	—	Unverified
2	Resnet-50: 90% Sparse	Top-1 Accuracy	76.4	—	Unverified
3	Resnet-50: 80% Sparse 100 epochs	Top-1 Accuracy	76	—	Unverified
4	Resnet-50: 80% Sparse 100 epochs	Top-1 Accuracy	75.84	—	Unverified
5	Resnet-50: 90% Sparse 100 epochs	Top-1 Accuracy	74.5	—	Unverified
6	Resnet-50: 90% Sparse 100 epochs	Top-1 Accuracy	73.82	—	Unverified
7	MobileNet-v1: 75% Sparse	Top-1 Accuracy	71.9	—	Unverified
8	MobileNet-v1: 90% Sparse	Top-1 Accuracy	68.1	—	Unverified
9	SINDy	Top-1 Accuracy	6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Resnet18	Sparsity	92.43	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Resnet18	Sparsity	93.63	—	Unverified