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Related Questions
- What are some common types of inductive bias and how do they affect a model's performance on out-of-distribution inputs?
- How does the choice of inductive bias influence the model's ability to generalize to unseen data?
- Can you provide examples of inductive biases that are more or less robust to out-of-distribution inputs?
- How does the concept of inductive bias relate to the idea of Occam's Razor in AI model selection?
- What are some techniques for detecting and mitigating the impact of inductive bias on out-of-distribution inputs?
- How does the choice of inductive bias affect the model's ability to handle adversarial examples?
- Can you discuss the trade-offs between model complexity and inductive bias in terms of robustness to out-of-distribution inputs?
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