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In this video, we dive deep into the world of conformal predictors, a powerful tool in the field of uncertainty quantification (UQ). We introduce Full Conformal Predictors (Vladimir Vovk, Alexander Gammerman, Glenn Shafer) as a promising approach for UQ. But what exactly are conformal predictors? We start by providing an informal, high-level ...
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