Browse State-of-the-Art › Dimensionality Reduction › Papers, page 24

Dimensionality Reduction

Papers archive 2025-07-28

archive papers tagged: 3,304 · with a code link: 857 · where Syntology ran a sample: 100 (84 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (100 of 3,304 tagged: 84 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)

Page 24 of 34: papers 2,301 to 2,400 of 3,304, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Bounded Manifold Completion
  19 Dec 2019 0 repositories listed
• Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection
  19 Dec 2019 0 repositories listed
• Projection Pursuit with Applications to scRNA Sequencing Data
  16 Dec 2019 0 repositories listed
• MM Algorithms for Distance Covariance based Sufficient Dimension Reduction and Sufficient Variable Selection
  13 Dec 2019 0 repositories listed
• Discriminative Dimension Reduction based on Mutual Information
  11 Dec 2019 0 repositories listed
• Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers
  11 Dec 2019 0 repositories listed
• Hybrid Kronecker Product Decomposition and Approximation
  6 Dec 2019 0 repositories listed
• On Distance and Kernel Measures of Conditional Independence
  2 Dec 2019 0 repositories listed
• Dimensionality reduction: theoretical perspective on practical measures
  1 Dec 2019 0 repositories listed
• Precision-Recall Balanced Topic Modelling
  1 Dec 2019 0 repositories listed
• Solving Interpretable Kernel Dimensionality Reduction
  1 Dec 2019 0 repositories listed
• Distributed estimation of principal support vector machines for sufficient dimension reduction
  28 Nov 2019 0 repositories listed
• Logical Interpretations of Autoencoders
  26 Nov 2019 0 repositories listed
• Matrix Normal PCA for Interpretable Dimension Reduction and Graphical Noise Modeling
  25 Nov 2019 0 repositories listed
• GRASPEL: Graph Spectral Learning at Scale
  23 Nov 2019 0 repositories listed
• Kernelized Multiview Subspace Analysis by Self-weighted Learning
  23 Nov 2019 0 repositories listed
• Two-stage dimension reduction for noisy high-dimensional images and application to Cryogenic Electron Microscopy
  22 Nov 2019 0 repositories listed
• A Fully Convolutional Network for MR Fingerprinting
  22 Nov 2019 0 repositories listed
• TMI: Thermodynamic inference of data manifolds
  21 Nov 2019 0 repositories listed
• Event detection in Colombian security Twitter news using fine-grained latent topic analysis
  19 Nov 2019 0 repositories listed
• The Similarity-Consensus Regularized Multi-view Learning for Dimension Reduction
  15 Nov 2019 0 repositories listed
• A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis
  14 Nov 2019 0 repositories listed
• Topological Stability: a New Algorithm for Selecting The Nearest Neighbors in Non-Linear Dimensionality Reduction Techniques
  13 Nov 2019 0 repositories listed
• Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data
  12 Nov 2019 0 repositories listed
• Efficient Fair Principal Component Analysis
  12 Nov 2019 0 repositories listed
• Collaborative Homomorphic Computation on Data Encrypted under Multiple Keys
  11 Nov 2019 0 repositories listed
• Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity
  9 Nov 2019 0 repositories listed
• Decoding Imagined Speech and Computer Control using Brain Waves
  8 Nov 2019 0 repositories listed
• An automated approach for task evaluation using EEG signals
  7 Nov 2019 0 repositories listed
• Auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets
  7 Nov 2019 0 repositories listed
• Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity
  5 Nov 2019 0 repositories listed
• News2vec: News Network Embedding with Subnode Information
  1 Nov 2019 0 repositories listed
• Privacy-Preserving Machine Learning Using EtC Images
  1 Nov 2019 0 repositories listed
• A Comparison of Neural Network Training Methods for Text Classification
  28 Oct 2019 0 repositories listed
• Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies
  28 Oct 2019 0 repositories listed
• Variational Quantum Algorithms for Dimensionality Reduction and Classification
  27 Oct 2019 0 repositories listed
• Deep topic modeling by multilayer bootstrap network and lasso
  24 Oct 2019 0 repositories listed
• Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors
  22 Oct 2019 0 repositories listed
• Supervised tensor decomposition with features on multiple modes
  21 Oct 2019 0 repositories listed
• A Topological "Reading" Lesson: Classification of MNIST using TDA
  18 Oct 2019 0 repositories listed
• Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data
  18 Oct 2019 0 repositories listed
• Deep Amortized Variational Inference for Multivariate Time Series Imputation with Latent Gaussian Process Models
  16 Oct 2019 0 repositories listed
• Multiclass spectral feature scaling method for dimensionality reduction
  16 Oct 2019 0 repositories listed
• A Multi-view Dimensionality Reduction Algorithm Based on Smooth Representation Model
  10 Oct 2019 0 repositories listed
• Efficient Sketching Algorithm for Sparse Binary Data
  10 Oct 2019 0 repositories listed
• Hierarchical stochastic neighbor embedding as a tool for visualizing the encoding capability of magnetic resonance fingerprinting dictionaries
  7 Oct 2019 0 repositories listed
• Elementos da teoria de aprendizagem de máquina supervisionada
  6 Oct 2019 0 repositories listed
• Cascaded Gaussian Processes for Data-efficient Robot Dynamics Learning
  5 Oct 2019 0 repositories listed
• A Comparison Study on Nonlinear Dimension Reduction Methods with Kernel Variations: Visualization, Optimization and Classification
  4 Oct 2019 0 repositories listed
• Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data
  2 Oct 2019 0 repositories listed
• Near-Convex Archetypal Analysis
  2 Oct 2019 0 repositories listed
• MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive
  1 Oct 2019 0 repositories listed
• Order-Preserving Wasserstein Discriminant Analysis
  1 Oct 2019 0 repositories listed
• Manifold Fitting in Ambient Space
  30 Sep 2019 0 repositories listed
• Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings
  29 Sep 2019 0 repositories listed
• Siamese Neural Networks for Wireless Positioning and Channel Charting
  29 Sep 2019 0 repositories listed
• A New Covariance Estimator for Sufficient Dimension Reduction in High-Dimensional and Undersized Sample Problems
  28 Sep 2019 0 repositories listed
• Netboost: Boosting-supported network analysis improves high-dimensional omics prediction in acute myeloid leukemia and Huntington's disease
  27 Sep 2019 0 repositories listed
• Estimating covariance and precision matrices along subspaces
  26 Sep 2019 0 repositories listed
• Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding
  26 Sep 2019 0 repositories listed
• The Dynamical Gaussian Process Latent Variable Model in the Longitudinal Scenario
  25 Sep 2019 0 repositories listed
• Dimension Estimation Using Autoencoders
  24 Sep 2019 0 repositories listed
• The space complexity of inner product filters
  24 Sep 2019 0 repositories listed
• Application of Fuzzy Clustering for Text Data Dimensionality Reduction
  21 Sep 2019 0 repositories listed
• Interpreting Distortions in Dimensionality Reduction by Superimposing Neighbourhood Graphs
  20 Sep 2019 0 repositories listed
• Uncertainty Quantification in Stochastic Economic Dispatch using Gaussian Process Emulation
  20 Sep 2019 0 repositories listed
• Interpretable Discriminative Dimensionality Reduction and Feature Selection on the Manifold
  19 Sep 2019 0 repositories listed
• Laplacian Matrix for Dimensionality Reduction and Clustering
  18 Sep 2019 0 repositories listed
• Knowledge Discovery In Nanophotonics Using Geometric Deep Learning
  16 Sep 2019 0 repositories listed
• Computer-Aided Automated Detection of Gene-Controlled Social Actions of Drosophila
  11 Sep 2019 0 repositories listed
• Recurrent neural networks learn robust representations by dynamically balancing compression and expansion
  11 Sep 2019 0 repositories listed
• Revealing computational mechanisms of retinal prediction via model reduction
  11 Sep 2019 0 repositories listed
• Imitation Learning from Pixel-Level Demonstrations by HashReward
  9 Sep 2019 0 repositories listed
• Restricted Minimum Error Entropy Criterion for Robust Classification
  6 Sep 2019 0 repositories listed
• Solving Interpretable Kernel Dimension Reduction
  6 Sep 2019 0 repositories listed
• Spectral Non-Convex Optimization for Dimension Reduction with Hilbert-Schmidt Independence Criterion
  6 Sep 2019 0 repositories listed
• Fusing Vector Space Models for Domain-Specific Applications
  5 Sep 2019 0 repositories listed
• Latent Gaussian process with composite likelihoods and numerical quadrature
  4 Sep 2019 0 repositories listed
• Progressive Disentanglement Using Relevant Factor VAE
  4 Sep 2019 0 repositories listed
• Lifetime Ruin under High-watermark Fees and Drift Uncertainty
  3 Sep 2019 0 repositories listed
• Mixture Probabilistic Principal Geodesic Analysis
  3 Sep 2019 0 repositories listed
• A study of semantic augmentation of word embeddings for extractive summarization
  1 Sep 2019 0 repositories listed
• Estimation of a function of low local dimensionality by deep neural networks
  29 Aug 2019 0 repositories listed
• EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks
  27 Aug 2019 0 repositories listed
• Unsupervised Construction of Knowledge Graphs From Text and Code
  25 Aug 2019 0 repositories listed
• Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics
  22 Aug 2019 0 repositories listed
• Time series model selection with a meta-learning approach; evidence from a pool of forecasting algorithms
  22 Aug 2019 0 repositories listed
• Locally Linear Embedding and fMRI feature selection in psychiatric classification
  17 Aug 2019 0 repositories listed
• Tensor-Train Parameterization for Ultra Dimensionality Reduction
  14 Aug 2019 0 repositories listed
• Null Space Analysis for Class-Specific Discriminant Learning
  13 Aug 2019 0 repositories listed
• A Critical Note on the Evaluation of Clustering Algorithms
  10 Aug 2019 0 repositories listed
• Zero-Shot Feature Selection via Transferring Supervised Knowledge
  9 Aug 2019 0 repositories listed
• Improving Channel Charting with Representation-Constrained Autoencoders
  7 Aug 2019 0 repositories listed
• Likelihood Contribution based Multi-scale Architecture for Generative Flows
  5 Aug 2019 0 repositories listed
• Neuroscience-inspired online unsupervised learning algorithms
  5 Aug 2019 0 repositories listed
• Machine learning in APOGEE: Identification of stellar populations through chemical abundances
  30 Jul 2019 0 repositories listed
• Autoencoding with a Learning Classifier System: Initial Results
  26 Jul 2019 0 repositories listed
• Interpretability Beyond Classification Output: Semantic Bottleneck Networks
  25 Jul 2019 0 repositories listed
• Performance-Complexity Tradeoffs in Greedy Weak Submodular Maximization with Random Sampling
  22 Jul 2019 0 repositories listed
• Word Sense Disambiguation using Diffusion Kernel PCA
  21 Jul 2019 0 repositories listed