Though we commonly make them the butt of our jokes, weather forecasters are in fact exceptionally good at managing uncertainty. They consistently do a better job calibrating their …
M Serafin - European Journal of Sociology/Archives Européennes …, 2017 - cambridge.org
… Masters of Uncertainty helps us understand why. Phaedra Daipha asks the question “how weather forecasters achieve coherence in the face of deep uncertainty, … Masters of Uncertainty …
R Bargar, I Choi - Ars Electronica 98, 1998 - Springer
… masteruncertainty carry the day. To bring uncertainty within grasp, military scientists and engineers are designing systems to approach groundtruth on an infinite arc. The mastery of …
K Wong, P Paritosh, K Bollacker - Proceedings of ML Evaluation …, 2022 - ml-eval.github.io
… This is merely a proof-of-concept, so we only collected masters labels on 100 items in each … How do we do rigorous evaluation in the face of uncertainty in the groundtruth data? …
… that they inherited from earlier colonial masters. These policies often suppressed traditional … both local expertise and restraint in the face of uncertainty are needed. As we will show, …
… e Master Algorithm is our gateway to solving some of the … No doctor can master all the knowledge required for this. … If we succeed in our quest for the Master Algorithm, it will no longer be…
… groundtruth label is not one of the k classes. Here we check if the model exhibits higher predictive uncertainty … report diagnostics that rely only on predictions and not groundtruth labels. …
… An intermission began, and, with the lights up, we spotted, almost immediately in front of us, one of the masters from school, a smarmy young tyrant at whose hand each of us had …
D Lopresti, G Nagy - International Workshop on Graphics Recognition, 2001 - Springer
… ground-truths?) What kinds of experiments could be used to confirm that a proffered groundtruth … In other words, how can one tell whether uncertainties in the ground-truth will have a …