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conftrace_

collective graphical model

8 papers

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Also known as

CGMS CGM

Co-occurring keywords · papers mentioning both

map inference (3) aggregate data (2) sufficient statistics (2) approximate inference (2) statistical inference (2) crowd movement (1) spatiotemporal population data (1) geospatial grid (1) estimation accuracy (1) parameter reduction (1)

Papers

Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm NeurIPS 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 NeurIPS 2011