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Conclusions We have explored the application of multi-fidelity models in Bayesian Optimization

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stat.ME 1

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2025 1

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Frugal, Flexible, Faithful: Causal Data Simulation via Frengression

stat.ME · 2025-08-01 · unverdicted · novelty 5.0

Frengression is a deep generative realization of the frugal parameterization that models the joint distribution of covariates, treatments, and outcomes and allows direct sampling from user-specified interventional distributions.

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  • Frugal, Flexible, Faithful: Causal Data Simulation via Frengression stat.ME · 2025-08-01 · unverdicted · none · ref 4

    Frengression is a deep generative realization of the frugal parameterization that models the joint distribution of covariates, treatments, and outcomes and allows direct sampling from user-specified interventional distributions.