| Equivariant Wavelets: Fast Rotation and Translation Invariant Wavelet Scattering Transforms | Apr 22, 2021 | Dimensionality ReductionTranslation | CodeCode Available | 1 |
| Estimating leverage scores via rank revealing methods and randomization | May 23, 2021 | Dimensionality Reduction | CodeCode Available | 1 |
| EVNet: An Explainable Deep Network for Dimension Reduction | Nov 21, 2022 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Explaining dimensionality reduction results using Shapley values | Mar 9, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Fast Network Embedding Enhancement via High Order Proximity Approximation | May 13, 2020 | Dimensionality ReductionLink Prediction | CodeCode Available | 1 |
| FDApy: a Python package for functional data | Jan 26, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Few-Shot Learning by Dimensionality Reduction in Gradient Space | Jun 7, 2022 | Dimensionality ReductionFew-Shot Learning | CodeCode Available | 1 |
| FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting | May 18, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| From Analog to Digital: Multi-Order Digital Joint Coding-Modulation for Semantic Communication | Jun 8, 2024 | Dimensionality ReductionQuantization | CodeCode Available | 1 |
| Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation | Oct 2, 2020 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 |
| Deep Learning for Functional Data Analysis with Adaptive Basis Layers | Jun 19, 2021 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Generative locally linear embedding: A module for manifold unfolding and visualization | Jul 6, 2021 | Data VisualizationDimensionality Reduction | CodeCode Available | 1 |
| BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks | Mar 10, 2021 | BIG-bench Machine LearningDesign Synthesis | CodeCode Available | 1 |
| BasisVAE: Translation-invariant feature-level clustering with Variational Autoencoders | Mar 6, 2020 | ClusteringDecoder | CodeCode Available | 1 |
| Binary Bleed: Fast Distributed and Parallel Method for Automatic Model Selection | Jul 26, 2024 | Dimensionality ReductionDistributed Computing | CodeCode Available | 1 |
| Algorithmic Stability and Generalization of an Unsupervised Feature Selection Algorithm | Oct 19, 2020 | Decision MakingDimensionality Reduction | CodeCode Available | 1 |
| A Spectral Method for Assessing and Combining Multiple Data Visualizations | Oct 25, 2022 | Data VisualizationDimensionality Reduction | CodeCode Available | 1 |
| A tutorial on generalized eigendecomposition for denoising, contrast enhancement, and dimension reduction in multichannel electrophysiology | Apr 26, 2021 | DenoisingDimensionality Reduction | CodeCode Available | 1 |
| Autoencoding with a Classifier System | Oct 23, 2019 | DecoderDimensionality Reduction | CodeCode Available | 1 |
| CatBoost: gradient boosting with categorical features support | Oct 24, 2018 | ClusteringCPU | CodeCode Available | 1 |
| Approximating Likelihood Ratios with Calibrated Discriminative Classifiers | Jun 6, 2015 | Dimensionality Reduction | CodeCode Available | 1 |
| Application of Clustering Algorithms for Dimensionality Reduction in Infrastructure Resilience Prediction Models | May 6, 2022 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath | Mar 15, 2022 | 8kAudio Classification | CodeCode Available | 1 |
| ATD: Augmenting CP Tensor Decomposition by Self Supervision | Jun 15, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Automatic Recognition of Abdominal Organs in Ultrasound Images based on Deep Neural Networks and K-Nearest-Neighbor Classification | Oct 9, 2021 | ClassificationDimensionality Reduction | CodeCode Available | 1 |
| Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations | Oct 14, 2024 | Dimensionality ReductionMuJoCo | CodeCode Available | 1 |
| Bayesian Optimization of Sampling Densities in MRI | Sep 15, 2022 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 1 |
| BayesOpt Adversarial Attack | May 1, 2020 | Adversarial AttackBayesian Optimisation | CodeCode Available | 1 |
| A preprocessing perspective for quantum machine learning classification advantage using NISQ algorithms | Aug 28, 2022 | Dimensionality ReductionQuantum Machine Learning | CodeCode Available | 1 |
| Clustering with UMAP: Why and How Connectivity Matters | Aug 12, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| The Signature Kernel is the solution of a Goursat PDE | Jun 26, 2020 | Dimensionality ReductionGPU | CodeCode Available | 1 |
| Scalable conditional deep inverse Rosenblatt transports using tensor-trains and gradient-based dimension reduction | Jun 8, 2021 | Bayesian InferenceDimensionality Reduction | CodeCode Available | 1 |
| Curvature-based Feature Selection with Application in Classifying Electronic Health Records | Jan 10, 2021 | Breast Cancer DetectionBreast Tissue Identification | CodeCode Available | 1 |
| DartMinHash: Fast Sketching for Weighted Sets | May 23, 2020 | Dimensionality Reduction | CodeCode Available | 1 |
| Deep active subspaces - a scalable method for high-dimensional uncertainty propagation | Feb 27, 2019 | Dimensionality ReductionUncertainty Quantification | CodeCode Available | 1 |
| Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain | Jan 19, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Deep Learning for Reduced Order Modelling and Efficient Temporal Evolution of Fluid Simulations | Jul 9, 2021 | Dimensionality Reduction | CodeCode Available | 1 |
| Deep reconstruction of strange attractors from time series | Feb 14, 2020 | Dimensionality ReductionTime Series | CodeCode Available | 1 |
| DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction | Sep 19, 2019 | Dimensionality Reduction | CodeCode Available | 1 |
| ActUp: Analyzing and Consolidating tSNE and UMAP | May 12, 2023 | Dimensionality Reduction | CodeCode Available | 1 |
| An Embedding is Worth a Thousand Noisy Labels | Aug 26, 2024 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 1 |
| Diagnosing and Fixing Manifold Overfitting in Deep Generative Models | Apr 14, 2022 | Density EstimationDimensionality Reduction | CodeCode Available | 1 |
| Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor Factorization | Nov 28, 2021 | Dimensionality ReductionFeature Engineering | CodeCode Available | 1 |
| Dimensionality reduction to maximize prediction generalization capability | Mar 1, 2020 | Dimensionality ReductionPrediction | CodeCode Available | 1 |
| Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA | Jun 17, 2021 | Dimensionality ReductionDisentanglement | CodeCode Available | 1 |
| DistilProtBert: A distilled protein language model used to distinguish between real proteins and their randomly shuffled counterparts | May 10, 2022 | Dimensionality ReductionKnowledge Distillation | CodeCode Available | 1 |
| Distributional Principal Autoencoders | Apr 21, 2024 | DecoderDimensionality Reduction | CodeCode Available | 1 |
| DMCNet: Diversified Model Combination Network for Understanding Engagement from Video Screengrabs | Apr 13, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| An efficient aggregation method for the symbolic representation of temporal data | Jan 14, 2022 | Dimensionality ReductionInformation Retrieval | CodeCode Available | 1 |
| A New Basis for Sparse Principal Component Analysis | Jul 1, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
