| Dimension-reduced Optimization of Multi-zone Thermostatically Controlled Loads | May 1, 2025 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Auto-Encoding Variational Bayes for Inferring Topics and Visualization | Oct 19, 2020 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Interpretable Visualization and Higher-Order Dimension Reduction for ECoG Data | Nov 15, 2020 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction | Dec 1, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Introducing user-prescribed constraints in Markov chains for nonlinear dimensionality reduction | Jun 13, 2018 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Introduction to Facial Micro Expressions Analysis Using Color and Depth Images: A Matlab Coding Approach (Second Edition, 2023) | Jun 19, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Invertible Manifold Learning for Dimension Reduction | Oct 7, 2020 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Investigating Privacy Leakage in Dimensionality Reduction Methods via Reconstruction Attack | Aug 30, 2024 | Dimensionality ReductionReconstruction Attack | CodeCode Available | 0 | 5 |
| Dimension Reduction and MARS | Feb 11, 2023 | Dimensionality Reductionregression | CodeCode Available | 0 | 5 |
| Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization | Jun 11, 2020 | Dimensionality ReductionFairness | CodeCode Available | 0 | 5 |
| Dimensionality reduction, regularization, and generalization in overparameterized regressions | Nov 23, 2020 | Data PoisoningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity | Aug 1, 2017 | Dimensionality ReductionSemantic Similarity | 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 Meets Message Passing for Graph Node Embeddings | Feb 1, 2022 | Dimensionality ReductionNode Classification | CodeCode Available | 0 | 5 |
| Kernel Principal Component Analysis and its Applications in Face Recognition and Active Shape Models | Jul 15, 2012 | Dimensionality ReductionFace Recognition | CodeCode Available | 0 | 5 |
| Auto-NAHL: A Neural Network Approach for Condition-Based Maintenance of Complex Industrial Systems | Nov 15, 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 |
| Label Ranker: Self-Aware Preference for Classification Label Position in Visual Masked Self-Supervised Pre-Trained Model | Mar 3, 2025 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction using Similarity-induced Embeddings | Jun 18, 2017 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| Autonomous skill discovery with Quality-Diversity and Unsupervised Descriptors | May 28, 2019 | Dimensionality ReductionDiversity | 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 |
| Latent regularization for feature selection using kernel methods in tumor classification | Apr 10, 2020 | ClassificationDimensionality 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 |
| DiffRed: Dimensionality Reduction guided by stable rank | Mar 9, 2024 | Data SummarizationData Visualization | CodeCode Available | 0 | 5 |
| An AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes | Feb 13, 2022 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach | Oct 15, 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 |
| Dimensionality Reduction for Binary Data through the Projection of Natural Parameters | Oct 21, 2015 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Detecting Adversarial Examples through Nonlinear Dimensionality Reduction | Apr 30, 2019 | Density EstimationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces | Apr 5, 2020 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A novel approach for Fair Principal Component Analysis based on eigendecomposition | Aug 24, 2022 | Dimensionality ReductionFairness | 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 |
| Derivative-enhanced Deep Operator Network | Feb 29, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Learning Low-Level Causal Relations using a Simulated Robotic Arm | Oct 10, 2024 | Common Sense ReasoningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Learning Embeddings into Entropic Wasserstein Spaces | May 8, 2019 | Dimensionality ReductionWord Embeddings | CodeCode Available | 0 | 5 |
| Learning sparse codes from compressed representations with biologically plausible local wiring constraints | Dec 1, 2020 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Designing Illuminant Spectral Power Distributions for Surface Classification | Jul 1, 2017 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Lens functions for exploring UMAP Projections with Domain Knowledge | May 15, 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 |
| Let There Be Order: Rethinking Ordering in Autoregressive Graph Generation | May 24, 2023 | Dimensionality ReductionGraph Generation | CodeCode Available | 0 | 5 |
| Effective Dimensionality Reduction for Word Embeddings | Aug 1, 2019 | Dimensionality ReductionWord Embeddings | CodeCode Available | 0 | 5 |
| Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features | Feb 4, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Bayesian latent structure discovery from multi-neuron recordings | Oct 26, 2016 | Bayesian InferenceClustering | 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 | Jan 1, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Bayesian Non-stationary Linear Bandits for Large-Scale Recommender Systems | Feb 7, 2022 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognition | Sep 2, 2023 | AnatomyBinary Classification | CodeCode Available | 0 | 5 |
| Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia | Jul 24, 2024 | Dimensionality ReductionPrognosis | CodeCode Available | 0 | 5 |
| Bayesian Non-linear Latent Variable Modeling via Random Fourier Features | Jun 14, 2023 | Dimensionality 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 |
