scientific article

From MaRDI portal
Publication:2788388

zbMath1351.62123arXiv1406.0873MaRDI QIDQ2788388

Zoubin Ghahramani, John P. Cunningham

Publication date: 19 February 2016

Full work available at URL: https://arxiv.org/abs/1406.0873

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.



Related Items (32)

A self-consistent-field iteration for MAXBET with an application to multi-view feature extractionConceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)Subsampling bias and the best-discrepancy systematic cross validationTrace Ratio Optimization for High-Dimensional Multi-Class DiscriminationManifold Optimization-Assisted Gaussian Variational ApproximationLow-rank nonnegative matrix factorization on Stiefel manifoldA survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problemsA limited-memory Riemannian symmetric rank-one trust-region method with a restart strategyA machine learning approach to portfolio pricing and risk management for high‐dimensional problemsSLISEMAP: supervised dimensionality reduction through local explanationsOn mathematical optimization for clustering categories in contingency tablesHeterogeneous large datasets integration using Bayesian factor regressionTrace ratio optimization with an application to multi-view learningRandom Projection and Recovery for High Dimensional Optimization with Arbitrary OutliersInterpreting machine-learning models in transformed feature space with an application to remote-sensing classificationOrthogonal canonical correlation analysis and applicationsSICA: subjectively interesting component analysisReal-valued embeddings and sketches for fast distance and similarity estimationDimension reduction for objects composed of vector setsUnnamed ItemFast algorithms for robust principal component analysis with an upper bound on the rankOptimization problems for machine learning: a surveySparse Principal Component Analysis via Variable ProjectionUnnamed ItemDimensionality reduction based on kCCC and manifold learningA novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill's global convergenceA Supervised Learning Approach Involving Active Subspaces for an Efficient Genetic Algorithm in High-Dimensional Optimization ProblemsA Structure-Exploiting Nested Lanczos-Type Iteration for the Multiview Canonical Correlation AnalysisOn generalizing trace minimization principlesMaximizing sum of coupled traces with applicationsEfficient fair principal component analysisRobust and Scalable Methods for the Dynamic Mode Decomposition


Uses Software



This page was built for publication: