Papers negative flip rate
“negative flip rate” 태그가 달린 논문 2편 · 필터 해제
Targeting Negative Flips in Active Learning using Validation Sets
2024-11-16
· Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
The performance of active learning algorithms can be improved in two ways. The often used and intuitive way is by reducing the overall error rate within the test set. The second way is to ensure that correct predictions …
Active Learningnegative flip rateRegression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates
2021-05-07 · ACL 2021 5
· Yuqing Xie, Yi-An Lai, Yuanjun Xiong, Yi Zhang 외
Behavior of deep neural networks can be inconsistent between different versions. Regressions during model update are a common cause of concern that often over-weigh the benefits in accuracy or efficiency gain. This work …
Knowledge Distillationmodelnegative flip rateregression
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