19 citations · 26 across the 5 of their papers we have counts for
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cs.LG2020
Out-of-distribution detection for regression tasks: parameter versus predictor entropy
Yann Pequignot, Mathieu Alain, Patrick Dallaire +4
It is crucial to detect when an instance lies downright too far from the training samples for the machine learning model to be trusted, a challenge known as out-of-distribution (OO…
cs.DM2020
General Cops and Robbers Games with randomness
Frédéric Simard, Josée Desharnais, François Laviolette
Cops and Robbers games have been studied for the last few decades in computer science and mathematics. As in general pursuit evasion games, pursuers (cops) seek to capture evaders…