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 2811–2820 of 3304 papers

Title	Date	Tasks	Status	Hype
Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest	Jan 31, 2017	Dimensionality ReductionHyperspectral image analysis	—Unverified	0
Representation of big data by dimension reduction	Jan 31, 2017	Dimensionality Reduction	—Unverified	0
Faster Discovery of Faster System Configurations with Spectral Learning	Jan 27, 2017	Dimensionality Reduction	—Unverified	0
Stable Recovery Of Sparse Vectors From Random Sinusoidal Feature Maps	Jan 23, 2017	Dimensionality Reduction	—Unverified	0
A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe	Jan 18, 2017	ClusteringDecoder	—Unverified	0
Self-Taught Convolutional Neural Networks for Short Text Clustering	Jan 1, 2017	ClusteringDimensionality Reduction	CodeCode Available	0
Data-Driven Forecast of Dengue Outbreaks in Brazil: A Critical Assessment of Climate Conditions for Different Capitals	Dec 31, 2016	Compressive SensingDimensionality Reduction	—Unverified	0
Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design	Dec 22, 2016	Dimensionality Reduction	CodeCode Available	0
Stochastic Multidimensional Scaling	Dec 21, 2016	Dimensionality ReductionStochastic Optimization	—Unverified	0
Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension	Dec 19, 2016	Dimensionality ReductionGeneral Classification	—Unverified	0

Show:10 25 50

← PrevPage 282 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