| Dimensionality Reduction using Similarity-induced Embeddings | Jun 18, 2017 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| Dimensionality reduction of neuronal degeneracy reveals two interfering physiological mechanisms | May 3, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality reduction, regularization, and generalization in overparameterized regressions | Nov 23, 2020 | Data PoisoningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep Learning with Nonparametric Clustering | Jan 13, 2015 | ClusteringDeep Learning | CodeCode Available | 0 | 5 |
| Deep Linear Discriminant Analysis | Nov 15, 2015 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A Statistical View of Column Subset Selection | Jul 24, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Roweis Discriminant Analysis: A Generalized Subspace Learning Method | Oct 11, 2019 | Dimensionality ReductionFace Recognition | CodeCode Available | 0 | 5 |
| Dimension-reduced Optimization of Multi-zone Thermostatically Controlled Loads | May 1, 2025 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Safe squeezing for antisparse coding | Nov 18, 2019 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Encoding large information structures in linear algebra and statistical models | Jan 15, 2022 | Dimensionality Reductionparameter estimation | CodeCode Available | 0 | 5 |
| Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation | Aug 7, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 0 | 5 |
| Weight Matrix Dimensionality Reduction in Deep Learning via Kronecker Multi-layer Architectures | Apr 8, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 0 | 5 |
| DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI Tractography | Mar 10, 2025 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Scaling Gaussian Process Regression with Derivatives | Oct 29, 2018 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach | Oct 15, 2018 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Bidirectional deep-readout echo state networks | Nov 17, 2017 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction for Binary Data through the Projection of Natural Parameters | Oct 21, 2015 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Self Organizing Nebulous Growths for Robust and Incremental Data Visualization | Dec 9, 2019 | Data VisualizationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Semantic Relatedness Based Re-ranker for Text Spotting | Sep 17, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep Symmetric Autoencoders from the Eckart-Young-Schmidt Perspective | Jun 13, 2025 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features | Feb 4, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep Temporal Clustering: Fully unsupervised learning of time-domain features | Jan 1, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Adaptive Weighted Nonnegative Matrix Factorization for Robust Feature Representation | Jun 7, 2022 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Sifting Common Information from Many Variables | Jun 7, 2016 | blind source separationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction Meets Message Passing for Graph Node Embeddings | Feb 1, 2022 | Dimensionality ReductionNode Classification | CodeCode Available | 0 | 5 |
| Similarity encoding for learning with dirty categorical variables | Jun 4, 2018 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Differentiable VQ-VAE's for Robust White Matter Streamline Encodings | Nov 10, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| DiffRed: Dimensionality Reduction guided by stable rank | Mar 9, 2024 | Data SummarizationData Visualization | CodeCode Available | 0 | 5 |
| Simple and Effective Dimensionality Reduction for Word Embeddings | Aug 11, 2017 | Dimensionality ReductionInformation Retrieval | CodeCode Available | 0 | 5 |
| Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes | Feb 29, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Principal component analysis balancing prediction and approximation accuracy for spatial data | Aug 3, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Small Sample Hyperspectral Image Classification Based on the Random Patches Network and Recursive Filtering | Feb 23, 2023 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Data-Driven Socio-Economic Deprivation Prediction via Dimensionality Reduction: The Power of Diffusion Maps | Dec 15, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Demixed principal component analysis of population activity in higher cortical areas reveals independent representation of task parameters | Oct 22, 2014 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| ALPCAHUS: Subspace Clustering for Heteroscedastic Data | May 25, 2025 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Solving Interpretable Kernel Dimension Reduction | Sep 6, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting | Mar 27, 2023 | Dimensionality ReductionState Estimation | CodeCode Available | 0 | 5 |
| Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges | Feb 18, 2025 | Dimensionality ReductionEEG | CodeCode Available | 0 | 5 |
| A Survey on Multi-Task Learning | Jul 25, 2017 | Active LearningClustering | CodeCode Available | 0 | 5 |
| Sparse and Functional Principal Components Analysis | Sep 11, 2013 | Dimensionality ReductionEEG | CodeCode Available | 0 | 5 |
| Earthmover-based manifold learning for analyzing molecular conformation spaces | Oct 16, 2019 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Derivative-enhanced Deep Operator Network | Feb 29, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Designing Illuminant Spectral Power Distributions for Surface Classification | Jul 1, 2017 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Spatial Transcriptomics Dimensionality Reduction using Wavelet Bases | May 19, 2022 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions | Feb 8, 2023 | Depth EstimationDepth Prediction | CodeCode Available | 0 | 5 |
| Interactive Latent Interpolation on MNIST Dataset | Oct 15, 2020 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Principal Orthogonal Latent Components Analysis (POLCA Net) | Oct 9, 2024 | Dimensionality ReductionFeature Correlation | CodeCode Available | 0 | 5 |
| Spherical Rotation Dimension Reduction with Geometric Loss Functions | Apr 23, 2022 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Detecting covariate drift in text data using document embeddings and dimensionality reduction | Sep 17, 2023 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction | Aug 17, 2023 | Click-Through Rate PredictionDimensionality Reduction | —Unverified | 0 | 0 |
