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Sparse Learning

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 91–100 of 185 papers

Title	Date	Tasks	Status	Hype
Sparse Regression at Scale: Branch-and-Bound rooted in First-Order Optimization	Apr 13, 2020	regressionSparse Learning	CodeCode Available	1
Classification of Chinese Handwritten Numbers with Labeled Projective Dictionary Pair Learning	Mar 26, 2020	ClassificationDictionary Learning	—Unverified	0
Adaptive Neural Connections for Sparsity Learning	Mar 5, 2020	Model CompressionNetwork Pruning	—Unverified	0
Learning High Order Feature Interactions with Fine Control Kernels	Feb 9, 2020	Sparse LearningVocal Bursts Intensity Prediction	—Unverified	0
On Newton Screening	Jan 27, 2020	Sparse Learning	—Unverified	0
Sparse Weight Activation Training	Jan 7, 2020	Image ClassificationNetwork Pruning	CodeCode Available	1
Optimal Stochastic and Online Learning with Individual Iterates	Dec 1, 2019	Sparse Learning	—Unverified	0
Rigging the Lottery: Making All Tickets Winners	Nov 25, 2019	AllImage Classification	CodeCode Available	1
A Discriminative Gaussian Mixture Model with Sparsity	Nov 14, 2019	modelSparse Learning	—Unverified	0
Collaborative Preference Embedding against Sparse Labels	Oct 21, 2019	Collaborative FilteringDecision Making	—Unverified	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