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Related Questions
- What are some common causes of task interference in multi-task learning, and how can they be addressed?
- Can you explain the concept of task incompatibility and how it affects model performance in multi-task learning?
- How can regularization techniques, such as L1 and L2 regularization, be used to mitigate task interference in multi-task learning?
- What is the role of task allocation and scheduling in mitigating task interference in multi-task learning?
- Can you discuss the impact of task similarity on task interference in multi-task learning, and how to address it?
- How can knowledge distillation be used to transfer knowledge between tasks and reduce task interference in multi-task learning?
- What are some strategies for selecting tasks and task weights to minimize task interference in multi-task learning and improve overall model performance?
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