CAREER: Integrating Conformal Prediction into Machine Learning for Provably Safe Deployment
Description preview
Advances in machine learning (ML) have opened up new possibilities for accurate predictions in various fields. To ensure the reliability of these predictions, especially in high-stakes decision-making scenarios, theory and tools need to be developed that provide confidence intervals. This research project aims to create innovative methods for…
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