most citedNon-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm

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stat.ML2021★ 1 cited

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

Yasunori Akagi, Naoki Marumo, Hideaki Kim +2

The importance of aggregated count data, which is calculated from the data of multiple individuals, continues to increase. Collective Graphical Model (CGM) is a probabilistic appro…