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laplacian eigenmap

15 papers

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Co-occurring keywords

manifold learning (403) graph embedding (349) dimensionality reduction (720) spectral method (204) point cloud (1480) graph laplacian (109) spectral clustering (305) contrastive learning (4032) sobolev space (19) spectral approximation (15)

Papers

Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression AISTATS 2024
Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching CVPR 2024
Linearization and Identification of Multiple-Attractor Dynamical Systems through Laplacian Eigenmaps JMLR 2022
Generalized Laplacian Eigenmaps NIPS 2022
Contrastive Laplacian Eigenmaps NIPS 2021
Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications AAAI 2021
On Differentially Private Graph Sparsification and Applications NIPS 2019
Megaman: Scalable Manifold Learning in Python JMLR 2016
Active Learning for Interactive Visualization AISTATS 2013
SCaLE: Supervised and Cascaded Laplacian Eigenmaps for Visual Object Recognition Based on Nearest Neighbors CVPR 2013
Error Analysis of Laplacian Eigenmaps for Semi-supervised Learning AISTATS 2011
Penalized Principal Component Regression on Graphs for Analysis of Subnetworks NIPS 2010
Manifold Learning: The Price of Normalization JMLR 2008
People Tracking with the Laplacian Eigenmaps Latent Variable Model NIPS 2007
Convergence of Laplacian Eigenmaps NIPS 2006