Eugene Berta
PhD student at INRIA Paris. Working on calibration of machine learning classifiers.
- Still using temperature scaling? With @dholzmueller.bsky.social, Michael I. Jordan and @bachfrancis.bsky.social we argue that with well designed regularization, more expressive models like matrix scaling can outperform simpler ones across calibration set sizes, data dimensions, and applications.
- The best part is: you can start using our methods today by pip installing our open source package probmetrics. 📖 Read the paper: arxiv.org/abs/2511.03685 👩💻 Calibrate your models with probmetrics: github.com/dholzmueller...
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