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Related Questions
- What is domain adaptation and how does it differ from domain shift?
- How does transfer learning help in reducing the effect of domain shift in machine learning models?
- Can you explain the concept of in-domain and out-of-domain data in the context of domain shift?
- What are some common techniques used to address domain shift in machine learning models?
- How does fine-tuning a pre-trained model help in adapting to a new domain?
- What is the concept of domain-invariant representation learning and how is it related to domain shift?
- Can you provide an example of a real-world scenario where domain shift occurs and how transfer learning can be applied to mitigate its effects?
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