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Related Questions
- What are the key factors that contribute to the computational cost of uncertainty sampling?
- How does core-set selection compare to uncertainty sampling in terms of efficiency and effectiveness?
- Can you provide an example of a scenario where batch active learning outperforms uncertainty sampling?
- What are the limitations of uncertainty sampling in large-scale active learning scenarios?
- How does the choice of acquisition function impact the computational cost of uncertainty sampling?
- Can you discuss the trade-offs between uncertainty sampling and other active learning strategies in terms of adaptability and generalizability?
- What are some common pitfalls to avoid when implementing uncertainty sampling in practice?
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