Feb, 2020
校准和修剪:通过预测校准提高彩票票据的可靠性
Calibrate and Prune: Improving Reliability of Lottery Tickets Through Prediction Calibration
Bindya Venkatesh, Jayaraman J. Thiagarajan, Kowshik Thopalli, Prasanna Sattigeri
TL;DR本文首次研究了过参数化网络中显式置信度校准对产生的 Lottery Tickets 的影响,并发现采用校准机制可以更有效地提高准确性和校准度。