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Matteo Sesia
Matteo Sesia
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New conformal inference method tackles label noise in machine learning
Researchers have developed a new method for conformal inference that addresses the challenge of label noise in machine learning datasets. This adaptive technique ensures accurate uncertainty quantification and provides …
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New paper details conformal prediction for modern machine learning
A new paper titled "Elements of Conformal Prediction" has been released on arXiv, offering a pedagogical overview of the field. The paper explains the core concepts of conformal prediction, highlighting its advantages a…