| A Quotient Space Formulation for Generative Statistical Analysis of Graphical Data | Sep 30, 2019 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Decentralized State Estimation In A Dimension-Reduced Linear Regression | Oct 13, 2022 | Dimensionality Reductionregression | CodeCode Available | 0 | 5 |
| Decoder Decomposition for the Analysis of the Latent Space of Nonlinear Autoencoders With Wind-Tunnel Experimental Data | Apr 25, 2024 | DecoderDimensionality Reduction | CodeCode Available | 0 | 5 |
| Accelerated Stochastic Power Iteration | Jul 10, 2017 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| On Manifold Learning in Plato's Cave: Remarks on Manifold Learning and Physical Phenomena | Apr 27, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problems | Jan 22, 2019 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 | 5 |
| Decoding the shift-invariant data: applications for band-excitation scanning probe microscopy | Apr 20, 2021 | DenoisingDimensionality Reduction | CodeCode Available | 0 | 5 |
| On the Estimation of Entropy in the FastICA Algorithm | May 25, 2018 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction using Similarity-induced Embeddings | Jun 18, 2017 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| Dimension Reduction and MARS | Feb 11, 2023 | Dimensionality Reductionregression | CodeCode Available | 0 | 5 |
| DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine | Feb 10, 2024 | Dimensionality ReductionFeature Importance | CodeCode Available | 0 | 5 |
| Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration | Oct 6, 2020 | Dimensionality ReductionVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction Meets Message Passing for Graph Node Embeddings | Feb 1, 2022 | Dimensionality ReductionNode Classification | CodeCode Available | 0 | 5 |
| Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection | Jan 1, 2018 | Anomaly DetectionDensity Estimation | CodeCode Available | 0 | 5 |
| ARES: Locally Adaptive Reconstruction-based Anomaly Scoring | Jun 15, 2022 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep Continuous Clustering | Mar 5, 2018 | ClusteringDimensionality 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 for Improving Out-of-Distribution Detection in Medical Image Segmentation | Aug 7, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 0 | 5 |
| Deep Diffusion Maps | May 9, 2025 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A Comparative Study of Machine Learning Methods for Predicting the Evolution of Brain Connectivity from a Baseline Timepoint | Sep 16, 2021 | Dimensionality Reduction | 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 |
| Dimensionality reduction, regularization, and generalization in overparameterized regressions | Nov 23, 2020 | Data PoisoningDimensionality 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 |
| A ripple in time: a discontinuity in American history | Dec 2, 2023 | Authorship AttributionDimensionality Reduction | CodeCode Available | 0 | 5 |
| DiffRed: Dimensionality Reduction guided by stable rank | Mar 9, 2024 | Data SummarizationData Visualization | CodeCode Available | 0 | 5 |
| Deep Feature Selection using a Teacher-Student Network | Mar 17, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| PLPCA: Persistent Laplacian Enhanced-PCA for Microarray Data Analysis | Jun 9, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| DeepFRC: An End-to-End Deep Learning Model for Functional Registration and Classification | Jan 30, 2025 | Dimensionality ReductionHandwriting Recognition | CodeCode Available | 0 | 5 |
| Practical Hash Functions for Similarity Estimation and Dimensionality Reduction | Nov 23, 2017 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data | Feb 12, 2017 | Crop Yield PredictionDimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep generative LDA | Oct 30, 2020 | Dimensionality ReductionSpeaker Recognition | CodeCode Available | 0 | 5 |
| Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach | Oct 15, 2018 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Principal Components for Neural Network Initialization | Jan 31, 2025 | DenoisingDimensionality Reduction | CodeCode Available | 0 | 5 |
| DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems | May 13, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 | 5 |
| Adversarial Canonical Correlation Analysis | May 20, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Principal Orthogonal Latent Components Analysis (POLCA Net) | Oct 9, 2024 | Dimensionality ReductionFeature Correlation | CodeCode Available | 0 | 5 |
| Differentiable VQ-VAE's for Robust White Matter Streamline Encodings | Nov 10, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| ProgNet: A Transferable Deep Network for Aircraft Engine Damage Propagation Prognosis under Real Flight Conditions | Dec 23, 2022 | DenoisingDimensionality 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 |
| Designing Illuminant Spectral Power Distributions for Surface Classification | Jul 1, 2017 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Detecting Adversarial Examples through Nonlinear Dimensionality Reduction | Apr 30, 2019 | Density EstimationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Bi-Sparse Unsupervised Feature Selection | Dec 22, 2024 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning | May 30, 2025 | Dimensionality Reductionfeature selection | 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 |
| BinGAN: Learning Compact Binary Descriptors with a Regularized GAN | Jun 18, 2018 | Dimensionality ReductionRetrieval | 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 |
| Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reduction | Jun 5, 2025 | Dimensionality ReductionExperimental Design | CodeCode Available | 0 | 5 |
| Quantum algorithms for SVD-based data representation and analysis | Apr 19, 2021 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 | 5 |
| Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes | Feb 29, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Derivative-enhanced Deep Operator Network | Feb 29, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
