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 2576–2600 of 3304 papers

TitleStatusHype
A Generative Model of Textures Using Hierarchical Probabilistic Principal Component Analysis—0
A Generic Self-Supervised Framework of Learning Invariant Discriminative Features—0
A Geometric take on Metric Learning—0
AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow—0
Aggregated Deep Local Features for Remote Sensing Image Retrieval—0
Agile gesture recognition for capacitive sensing devices: adapting on-the-job—0
Agnostically Learning Multi-index Models with Queries—0
A GPU-Oriented Algorithm Design for Secant-Based Dimensionality Reduction—0
A Graph Based Raman Spectral Processing Technique for Exosome Classification—0
A Graphical Approach to State Variable Selection in Off-policy Learning—0
Agriculture Commodity Arrival Prediction using Remote Sensing Data: Insights and Beyond—0
Agtech Framework for Cranberry-Ripening Analysis Using Vision Foundation Models—0
A Hardware-Friendly Algorithm for Scalable Training and Deployment of Dimensionality Reduction Models on FPGA—0
A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification—0
A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition—0
A Heath-Jarrow-Morton framework for energy markets: a pragmatic approach—0
A hierarchical approach with feature selection for emotion recognition from speech—0
A Hybrid Approach for Binary Classification of Imbalanced Data—0
A Hybrid Data-Driven Approach For Analyzing And Predicting Inpatient Length Of Stay In Health Centre—0
A Hybrid Deep Learning CNN Model for Enhanced COVID-19 Detection from Computed Tomography (CT) Scan Images—0
A Hybrid Learning Approach to Detecting Regime Switches in Financial Markets—0
A Hybrid Quantum Classical Pipeline for X Ray Based Fracture Diagnosis—0
A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition—0
AI-Driven HSI: Multimodality, Fusion, Challenges, and the Deep Learning Revolution—0
A Kernelization-Based Approach to Nonparametric Binary Choice Models—0
Show:102550
← PrevPage 104 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