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 2161–2170 of 3304 papers

Title	Date	Tasks	Status	Hype
The Dynamical Gaussian Process Latent Variable Model in the Longitudinal Scenario	Sep 25, 2019	Dimensionality ReductionTime Series	—Unverified	0
Dimension Estimation Using Autoencoders	Sep 24, 2019	Dimensionality Reduction	—Unverified	0
The space complexity of inner product filters	Sep 24, 2019	Dimensionality Reduction	—Unverified	0
Manifold Fitting under Unbounded Noise	Sep 23, 2019	Dimensionality Reduction	CodeCode Available	0
Application of Fuzzy Clustering for Text Data Dimensionality Reduction	Sep 21, 2019	ClusteringDimensionality Reduction	—Unverified	0
Interpreting Distortions in Dimensionality Reduction by Superimposing Neighbourhood Graphs	Sep 20, 2019	Dimensionality Reduction	—Unverified	0
Uncertainty Quantification in Stochastic Economic Dispatch using Gaussian Process Emulation	Sep 20, 2019	Dimensionality ReductionUncertainty Quantification	—Unverified	0
Interpretable Discriminative Dimensionality Reduction and Feature Selection on the Manifold	Sep 19, 2019	Dimensionality Reductionfeature selection	—Unverified	0
Laplacian Matrix for Dimensionality Reduction and Clustering	Sep 18, 2019	ClusteringDimensionality Reduction	—Unverified	0
Data Mapping and Finite Difference Learning	Sep 18, 2019	Dimensionality Reduction	CodeCode Available	0

Show:10 25 50

← PrevPage 217 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