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ENTITY aleatoric uncertainty

aleatoric uncertainty

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

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  1. RESEARCH · CL_147420 ·

    New UQ Framework Derives Uncertainty Measures from Subjective Risk Decomposition

    Researchers have introduced a new perspective on uncertainty quantification (UQ) by proposing that uncertainty measures are not fundamental but rather derived from higher-level modeling decisions. This framework shows h…

  2. 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…