SOTAVerified|Agents Browse Leaderboard About Blog

Dimensionality Reduction

Dimensionality reduction is the task of reducing the dimensionality of a dataset.

( Image credit: openTSNE )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2901–2910 of 3304 papers

Title	Date	Tasks	Status	Hype
Deep Learning with Nonparametric Clustering	Jan 13, 2015	ClusteringDeep Learning	CodeCode Available	0
Wassmap: Wasserstein Isometric Mapping for Image Manifold Learning	Apr 13, 2022	Dimensionality Reduction	CodeCode Available	0
Universal Feature Selection Tool (UniFeat): An Open-Source Tool for Dimensionality Reduction	Nov 30, 2022	Dimensionality Reductionfeature selection	CodeCode Available	0
Enhancing Affinity Propagation for Improved Public Sentiment Insights	Oct 12, 2024	ClusteringDimensionality Reduction	CodeCode Available	0
Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids	Mar 29, 2024	Dimensionality Reduction	CodeCode Available	0
Bayesian calibration of stochastic agent based model via random forest	Jun 27, 2024	Dimensionality ReductionEpidemiology	CodeCode Available	0
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem	Jul 10, 2020	Dimensionality ReductionHistopathological Image Classification	CodeCode Available	0
Self-Taught Convolutional Neural Networks for Short Text Clustering	Jan 1, 2017	ClusteringDimensionality Reduction	CodeCode Available	0
Product Manifold Learning	Oct 19, 2020	Dimensionality Reduction	CodeCode Available	0
ProgNet: A Transferable Deep Network for Aircraft Engine Damage Propagation Prognosis under Real Flight Conditions	Dec 23, 2022	DenoisingDimensionality Reduction	CodeCode Available	0

Show:10 25 50

← PrevPage 291 of 331Next →

All datasets MCA EMNIST

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	UDRN	Classification Accuracy	90.9	—	Unverified
2	tSNE	Classification Accuracy	51.5	—	Unverified
3	IVIS	Classification Accuracy	46.6	—	Unverified
4	UMAP	Classification Accuracy	41.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UDRN	Classification Accuracy	71.1	—	Unverified
2	QS	Classification Accuracy	68	—	Unverified