Performance Analysis
A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions
Mejbah Alam, Justin Gottschlich, Nesime Tatbul, Javier S. Turek, Tim Mattson, Abdullah Muzahid
Neural Information Processing Systems http://nips.cc/
To Trust Or Not To Trust A Classifier
Heinrich Jiang, Been Kim, Melody Guan, Maya Gupta
Neural Information Processing Systems http://nips.cc/
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks Zhaohan Xi
In this work, we conduct a pilot study showing that PLMs as few-shot learners are highly vulnerable to backdoor attacks while existing defenses are inadequate due to the unique challenges of few-shot scenarios.
Faster Online Learning of Optimal Threshold for Consistent F-measure Optimization
Xiaoxuan Zhang, Mingrui Liu, Xun Zhou, Tianbao Yang
Neural Information Processing Systems http://nips.cc/
