conftrace_

collective graphical model

8 papers

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Also known as

CGMS CGM

Co-occurring keywords

map inference (130) aggregate datum (5) sufficient statistics (14) approximate inference (253) statistical inference (146) crowd movement (1) spatiotemporal population datum (1) geospatial grid (1) estimation accuracy (4) parameter reduction (97)

Papers

Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm NIPS 2021
Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data AAAI 2019
A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data IJCAI 2018
Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models ICML 2017
Message Passing for Collective Graphical Models ICML 2015
Gaussian Approximation of Collective Graphical Models ICML 2014
Approximate Inference in Collective Graphical Models ICML 2013
Collective Graphical Models NIPS 2011