Tag: inflated
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DAG Learning from Zero-Inflated Count Data Using Continuous Optimization
DAG Learning from Zero-Inflated Count Data Using Continuous Optimization arXiv:2512.16233v1 Announce Type: new Abstract: We address network structure learning from zero-inflated count data by casting each node as a zero-inflated generalized linear model and optimizing a smooth, score-based objective under a directed acyclic graph constraint. Our Zero-Inflated Continuous Optimization (ZICO) approach uses node-wise likelihoods with…
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Zero-Inflated Data: A Comparison of Regression Models
Zero-Inflated Data: A Comparison of Regression Models How to detect it and which model to choose. The post Zero-Inflated Data: A Comparison of Regression Models appeared first on Towards Data Science. Arnaud Capitaine Go to original source