dimensionality-reduction

Documents about dimensionality-reduction

• Replication data for: From embedding geometry to topic quality: an analysis of dimensionality reduction in topic modeling pipelines#437544Repositório de Dados de Pesquisa da Unicamp Dataverse OAI Archive
• Dimensionality reduction in complex models#1136545Aston Publications Explorer
• Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection#199680OpenAlex
• DiRe-RAPIDS: Topology-faithful dimensionality reduction at scale#141563arXiv CS
• Class Angular Distortion Index for Dimensionality Reduction#151747arXiv CS
• Dimensionality reduction for closed-loop quantum gate calibration#668244arXiv (OAI Expanded)
• Dimensionality reduction for closed-loop quantum gate calibration#670309arXiv (All)
• Probabilistic Nested Homogeneous Spaces for Dimensionality Reduction.#1054065NCBI PubMed Central
• DimPO: Dimensionality Reduction for Attention using Preference Optimization#1116910arXiv (All)
• Cosmic Emergentism: A Radical Extension of Refusal-Driven Dimensionality Reduction Theory (RDRT)#75326PhilArchive
• Refusal-Driven Dimensionality Reduction Theory (RDRT): Parameters, Empirical Support, and Experimental Planning#94669PhilArchive
• Partially Linear Autoencoders for Manifold Learning and Dimensionality Reduction#797077arXiv (OAI Expanded)
• Partially Linear Autoencoders for Manifold Learning and Dimensionality Reduction#798490arXiv (All)
• Deep Invertible Autoencoders for Dimensionality Reduction of Dynamical Systems#1123042arXiv (OAI Expanded)
• Linearized Wasserstein dimensionality reduction with approximation guarantees#1296324arXiv (All)
• UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction#7129OpenAlex
• The Thermodynamic U: Refusal-Driven Dimensionality Reduction from Cosmos to Hyper-Hybrid Society#77849PhilArchive
• Implementing quantum dimensionality reduction for non-Markovian stochastic simulation#215696Ora Oxford University Research
• Optimising Gaussian Measure of Lattices using Dimensionality Reduction#1311570Figshare
• Interpretable and Scalable Similarity Metrics for DNA‐Encoded Library Design Using Generative Topographic Mapping#176847HAL (France)
• Bridging Graph Drawing and Dimensionality Reduction with Stochastic Stress Optimization#151744arXiv CS
• Homology-Preserving Dimensionality Reduction via Adaptive Mapper and Landmark Isomap#1356071arXiv (All)
• A Comprehensive Exposition of Two-Dimensional Linear Waves and the Dimensionality-Reduction Origin of Quantum Wavefunction Collapse#241872Figshare
• Dimensionality Reduction Meets Network Science: Sensemaking on UMAP's kNN Graph#353039arXiv CS
• Interpretable spatial multi-omics data integration and dimensionality reduction with SpaMV.#449875NCBI PubMed Central
• Refusal-Driven Dimensionality Reduction Theory (RDRT): A Thermodynamic Framework for Consciousness Grounded in Recursive Limits#716010PhilArchive
• Thermodynamic Individualism: Oscillatory Dynamics in the Social Extension of Refusal-Driven Dimensionality Reduction Theory (RDRT)#731881PhilArchive
• Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization#1069683arXiv (OAI Expanded)
• A general framework for adaptive nonparametric dimensionality reduction#1116160arXiv (All)
• A Spectral Decomposition Framework for Multiscale Nonlinear Dimensionality Reduction#1123061arXiv (OAI Expanded)
• Stable Dimensionality Reduction via Isometric Centroid-Encoder#1456695arXiv (All)
• Phenomenal Waves and Soft Refusals: A Cross-Frequency Formulation of Refusal-Driven Dimensionality Reduction Theory (RDRT)#114656PhilArchive
• Dimensional cophenetic integrity: a method for evaluation of dimensionality reduction in MSI.#138456NCBI PubMed Central
• A novel metric reveals previously unrecognized distortion in dimensionality reduction of scRNA-Seq data#252830bioRxiv / medRxiv
• Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding#259368arXiv CS
• Methods for Transparency and Control in Embedding Visualizations#273818Harvard DASH
• Application of clustering algorithms for dimensionality reduction in infrastructure resilience prediction models#409552ScholarBank@NUS
• Assessing the impact of dimensionality reduction on clustering performance - a systematic study#1062892arXiv (All)
• CEDR: robust consensus cancer subtyping with multi-omics data via ensemble dimensionality reduction.#189955NCBI PubMed Central
• MAPLE: Self-Supervised Learning-Enhanced Nonlinear Dimensionality Reduction for Visual Analysis#1083023arXiv (OAI Expanded)
• Routing and search on large scale networks#1100191DataCite
• Ensuring fairness in correspondence analysis#1166490HAL (France)
• When One Point Is Not Enough: Addressing Ambiguous Instances in Dimensionality Reduction by Splitting#222617arXiv CS
• FEDRANN: effective long-read overlap detection based on dimensionality reduction and approximate nearest neighbors.#227793NCBI PubMed Central
• Bayesian mixed multidimensional scaling for auditory processing#371014IRIS
• Measuring Distortion in the Empty Regions of Dimensionality Reduction Scatterplots with the Gap Index#414113arXiv CS
• Duality in Phenomenological Space: Calculable and Non-Calculable Aspects of Perception in Refusal-Driven Dimensionality Reduction Theory (RDRT)#731331PhilArchive
• A Smaller Subspace is All You Need: Efficient ISAC Beamforming via Dimensionality Reduction#1387736arXiv (All)
• Dimensionality reduction for AI based hyperspectral image classification based on XAI#1037016arXiv (All)
• Graph Dimensionality Reduction for Contextual Bandits: Structure-Specific Regret Bounds under Approximate Smoothness and Noisy Eigenspaces#319694arXiv CS