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Related Questions
- What is task interference in multi-task learning and how does it affect model performance?
- What are some common causes of task interference, such as task overlap, task conflict, or shared features?
- How does task interference impact the training process, and what are some techniques to mitigate it?
- What is the relationship between task interference and the concept of task-specific weights in multi-task learning?
- How can task interference be prevented or minimized through careful architecture design and optimization techniques?
- What role does regularization play in addressing task interference and improving multi-task learning performance?
- How does the type of tasks being learned, such as classification vs. regression, affect task interference and multi-task learning performance?
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