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Supervised dimensionality reduction

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Showing 1–25 of 57 papers

TitleStatusHype
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement—0
A Convex formulation for linear discriminant analysis—0
Supervised Quadratic Feature Analysis: Information Geometry Approach for Dimensionality ReductionCode0
On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution DataCode0
An Embedding is Worth a Thousand Noisy LabelsCode1
Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension—0
Gradient Boosting Mapping for Dimensionality Reduction and Feature Extraction—0
Curvature Augmented Manifold Embedding and LearningCode0
Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural NetworksCode0
Supervised Manifold Learning via Random Forest Geometry-Preserving Proximities—0
Yet Another Algorithm for Supervised Principal Component Analysis: Supervised Linear Centroid-Encoder—0
K-SpecPart: Supervised embedding algorithms and cut overlay for improved hypergraph partitioning—0
Non-intrusive surrogate modelling using sparse random features with applications in crashworthiness analysis—0
Gravitational Dimensionality Reduction Using Newtonian Gravity and Einstein's General RelativityCode0
Affective Manifolds: Modeling Machine's Mind to Like, Dislike, Enjoy, Suffer, Worry, Fear, and Feel Like A HumanCode0
Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional AutoencodersCode1
Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks—0
SLISEMAP: Supervised dimensionality reduction through local explanationsCode1
Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication—0
Scalable semi-supervised dimensionality reduction with GPU-accelerated EmbedSOMCode1
Computer-aided Interpretable Features for Leaf Image ClassificationCode0
Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction NetworksCode0
Joint Dimensionality Reduction for Separable Embedding Estimation—0
Entangled Kernels -- Beyond Separability—0
Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction—0
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