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ENTITY Credal Sets

Credal Sets

PulseAugur coverage of Credal Sets — every cluster mentioning Credal Sets across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_128372 ·

    New research advances conformal prediction for uncertainty quantification · 5 sources tracked

    Researchers have developed new methods for conformal prediction, a framework used to quantify uncertainty in machine learning models. One paper proposes probabilistic Bernoulli prediction sets (BPS) that can express bot…

  2. RESEARCH · CL_43563 ·

    New PAC-Bayesian Framework Quantifies Uncertainty in Test-Time Adaptation

    Researchers have developed a PAC-Bayesian framework to quantify epistemic uncertainty in test-time adaptation (TTA) methods. This framework uses maximum mean discrepancy (MMD) between source and target distributions to …