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Related Questions
- What are the key differences in expressiveness between surrogate models and Bayesian neural networks?
- How do Bayesian neural networks compare to surrogate models in terms of interpretability?
- Can you provide examples of scenarios where surrogate models are more expressive than Bayesian neural networks?
- How do the uncertainty estimates of Bayesian neural networks compare to those of surrogate models?
- Are there any specific applications where Bayesian neural networks are more suitable than surrogate models?
- What are the computational requirements for training and evaluating surrogate models compared to Bayesian neural networks?
- Can you discuss the trade-offs between expressiveness, interpretability, and computational efficiency in surrogate models versus Bayesian neural networks?
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