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[2601.07944] A Statistical Assessment of Amortized Inference Under Signal-to-Noise Variation and Distribution Shift

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By Roy Shivam Ram, Arnab Hazra, Gourab Mukherjee
| arxiv.org
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
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[2504.12683] Cluster weighted models with multivariate skewed distributions for functional data

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By Roy Shivam Ram
| arxiv.org
[Submitted on 17 Apr 2025] Title:Cluster weighted models with multivariate skewed distributions for functional data View a PDF of the paper titled Cluster weighted models with multivariate skewed distributions for functional data, by Cristina Anton and 1 other authors View PDF HTML (experimental) Abstract:We propose a clustering method, funWeightClustSkew, based on mixtures of functional linear regression models and three skewed multivariate distributions: the variance-gamma distribution, the...
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