conftrace_

gaussian random field

9 papers

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Also known as

GRF

Co-occurring keywords

graph-based learning (65) spectral dimensionality reduction (6) parameter estimation (274) label propagation (185) maximum entropy (91) active learning (1301) black hole (1) l-infinity recovery (1) nonlinear dimensionality reduction (7) random forest (326)

Papers

Toward L_∞Recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields COLT 2023
Inference of Black Hole Fluid-Dynamics From Sparse Interferometric Measurements ICCV 2021
On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach JMLR 2020
Learning Large-Scale Automatic Image Colorization ICCV 2015
Σ-Optimality for Active Learning on Gaussian Random Fields NIPS 2013
A Variance Minimization Criterion to Active Learning on Graphs AISTATS 2012
Discussion of “Spectral Dimensionality Reduction via Maximum Entropy” AISTATS 2011
Spectral Dimensionality Reduction via Maximum Entropy AISTATS 2011
Classification in Networked Data: A Toolkit and a Univariate Case Study JMLR 2007