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Related Questions
- How does task similarity affect the ability of a model to generalize to new tasks in multi-task learning?
- Can you explain the concept of task similarity in the context of multi-task learning and its impact on model performance?
- What are the key factors that contribute to task similarity in multi-task learning, and how do they influence model generalizability?
- How does the degree of task similarity affect the ability of a model to transfer knowledge across tasks?
- Can you provide examples of tasks that have high task similarity and how they can be used to improve model generalizability?
- What are some common pitfalls to avoid when dealing with task similarity in multi-task learning, and how can they be mitigated?
- How can task similarity be used to improve the robustness of models in multi-task learning settings where tasks have varying levels of similarity?
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