Byron Boots

Sentiment Expression on Twitter Regarding the Middle East

2016 · The Mathematics Enthusiast

Social media has transformed the awareness of events around the world as it allows for instant, up-to-the-second data transmission and communication for a variety of interested parties. Due to the ongoing turmoil surrounding the Middle …

Intra Order-preserving Functions for Calibration of Multi-Class Neural\n Networks

2020 · arXiv (Cornell University)

Predicting calibrated confidence scores for multi-class deep networks is\nimportant for avoiding rare but costly mistakes. A common approach is to learn\na post-hoc calibration function that transforms the output of the original\nnetwork into calibrated confidence scores …