SOTAVerified

Dimensionality Reduction

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

( Image credit: openTSNE )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1376–1400 of 3304 papers

TitleStatusHype
Fuzzy Pooling—0
From Players to Champions: A Generalizable Machine Learning Approach for Match Outcome Prediction with Insights from the FIFA World Cup—0
GAD: A Real-time Gait Anomaly Detection System with Online Adaptive Learning—0
From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices—0
Game Theory Meets Statistical Mechanics in Deep Learning Design—0
Consistent Representation Learning for High Dimensional Data Analysis—0
GANs and Closures: Micro-Macro Consistency in Multiscale Modeling—0
Consistent Estimation of Low-Dimensional Latent Structure in High-Dimensional Data—0
Gauge-optimal approximate learning for small data classification problems—0
Gaussian Determinantal Processes: a new model for directionality in data—0
Gaussian Image Anomaly Detection with Greedy Eigencomponent Selection—0
Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces—0
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity—0
Agriculture Commodity Arrival Prediction using Remote Sensing Data: Insights and Beyond—0
Cone-Constrained Principal Component Analysis—0
Gaze-Sensing LEDs for Head Mounted Displays—0
Frequency-dependent covariance reveals critical spatio-temporal patterns of synchronized activity in the human brain—0
Gene Expression based Survival Prediction for Cancer Patients: A Topic Modeling Approach—0
Bayesian Inference over the Stiefel Manifold via the Givens Representation—0
Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search—0
Generalised Gaussian Process Latent Variable Models (GPLVM) with Stochastic Variational Inference—0
Generalizable Spectral Embedding with an Application to UMAP—0
Generalization Ability Analysis of Through-the-Wall Radar Human Activity Recognition—0
Free Lunch for Gait Recognition: A Novel Relation Descriptor—0
Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information—0
Show:102550
← PrevPage 56 of 133Next →
All datasetsMCAEMNIST

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1UDRNClassification Accuracy90.9—Unverified
2tSNEClassification Accuracy51.5—Unverified
3IVISClassification Accuracy46.6—Unverified
4UMAPClassification Accuracy41.3—Unverified
#ModelMetricClaimedVerifiedStatus
1UDRNClassification Accuracy71.1—Unverified
2QSClassification Accuracy68—Unverified