conftrace_

dimension reduction

120 papers

Explore in graph

Also known as

DR

Co-occurring keywords

dimensionality reduction (720) random projection (145) unsupervised learning (3264) principal component analysis (316) manifold learning (403) functional data analysis (35) high-dimensional datum (158) kernel methods (1097) feature selection (649) variable selection (146)

Papers

Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026
Supervised Dynamic Dimension Reduction with Deep Neural Network AAAI 2026
Multivariate Functional Linear Discriminant Analysis for Partially-Observed Time Series (Abstract Reprint) AAAI 2026
Bayesian Data Sketching for Varying Coefficient Regression Models JMLR 2025
Contrastive Functional Principal Component Analysis AAAI 2025
Dimension Reduction for Symbolic Regression AAAI 2025
Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025
Estimation of Local Geometric Structure on Manifolds from Noisy Data JMLR 2025
Dimension Reduction with Locally Adjusted Graphs AAAI 2025
Refining Dimensions for Improving Clustering-based Cross-lingual Topic Models COLING 2025
On Probabilistic Embeddings in Optimal Dimension Reduction JMLR 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
Croppable Knowledge Graph Embedding ACL 2025
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches ICCV 2025
Manifold Fitting under Unbounded Noise JMLR 2025
Generalized Dimension Reduction Using Semi-Relaxed Gromov-Wasserstein Distance AAAI 2025
Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025
Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025
Robust Principal Component Analysis using Density Power Divergence JMLR 2024
Contrastive dimension reduction: when and how? NIPS 2024
On Sufficient Graphical Models JMLR 2024
Cylindrical Thompson Sampling for High-Dimensional Bayesian Optimization AISTATS 2024
Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates AISTATS 2024
Learning Reduced Fluid Dynamics AAAI 2024