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Vibhu Sharma

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#machine learning Preprint Aug 2026

Implementing neural network mixed-effects models in Template Model Builder (TMB)

A general framework for implementing NMMs using Template Model Builder (TMB), which automatically integrates out random effects and evaluates the marginal objective function alongside its exact gradients, eliminating the need for manual derivations or ad hoc approximations.

Nan Zheng, H. Cheung, Vibhu Sharma et al. · 0 citations