Jose Marie Antonio Miñoza
PulseAugur coverage of Jose Marie Antonio Miñoza — every cluster mentioning Jose Marie Antonio Miñoza across labs, papers, and developer communities, ranked by signal.
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New NTK-UQ method enhances weather forecast uncertainty
Researchers have developed a new method called Neural Tangent Kernel-based uncertainty quantification (NTK-UQ) to provide crucial uncertainty estimates for deep learning weather models. This technique aims to address th…
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New research tackles deep learning bias, training dynamics, and reliability
Researchers are exploring new theoretical frameworks and practical methods to improve deep learning models. One paper introduces DISCO, a technique for mitigating dataset bias by estimating conditional distance correlat…
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eXplaining to Learn framework improves AI model performance on distribution shifts
Researchers have introduced eXplaining to Learn (eX2L), a novel framework designed to improve model performance and interpretability when faced with distribution shifts. This method works by decoupling confounding featu…