conftrace_

distance preservation

11 papers

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Co-occurring keywords

dimensionality reduction (720) manifold learning (403) hierarchical clustering (232) metric learning (1190) lipschitz continuity (45) persistent homology (95) random projection (145) diffusion model (3751) distance metric (84) pairwise distance (7)

Papers

A (1+ε)-Approximation for Ultrametric Embedding in Subquadratic Time AAAI 2025
Optimization Can Learn Johnson Lindenstrauss Embeddings NIPS 2024
Manifold-Preserving Transformers are Effective for Short-Long Range Encoding EMNLP 2023
Improving Ultrametrics Embeddings Through Coresets ICML 2021
Graph Random Neural Features for Distance-Preserving Graph Representations ICML 2020
IVFS: Simple and Efficient Feature Selection for High Dimensional Topology Preservation AAAI 2020
Practical Data-Dependent Metric Compression with Provable Guarantees NIPS 2017
Sparse Local Embeddings for Extreme Multi-label Classification NIPS 2015
Uniqueness of Ordinal Embedding COLT 2014
Distance Preserving Embeddings for General n-Dimensional Manifolds COLT 2012
Diffeomorphic Dimensionality Reduction NIPS 2008