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ENTITY Siu Lun Chau

Siu Lun Chau

PulseAugur coverage of Siu Lun Chau — every cluster mentioning Siu Lun Chau across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_294670 ·

    New framework quantifies conformal prediction uncertainty using credal geometry

    Researchers have developed a new framework called credal geometry to better quantify uncertainty in conformal prediction models. This approach moves beyond simply measuring the size of prediction sets to analyzing the g…

  2. TOOL · CL_29543 ·

    New framework quantifies epistemic uncertainty in machine learning

    Researchers have introduced a new framework for comparing and quantifying epistemic uncertainty in machine learning models. This framework, called the integral imprecise probability metric (IIPM), generalizes classical …