Search Results for author: Colin Dawson

Found 2 papers, 0 papers with code

Evaluating Adversarial Robustness with Expected Viable Performance

no code implementations18 Sep 2023 Ryan McCoppin, Colin Dawson, Sean M. Kennedy, Leslie M. Blaha

We introduce a metric for evaluating the robustness of a classifier, with particular attention to adversarial perturbations, in terms of expected functionality with respect to possible adversarial perturbations.

Adversarial Robustness

Bayesian Inference of Recursive Sequences of Group Activities from Tracks

no code implementations24 Apr 2016 Ernesto Brau, Colin Dawson, Alfredo Carrillo, David Sidi, Clayton T. Morrison

We present a probabilistic generative model for inferring a description of coordinated, recursively structured group activities at multiple levels of temporal granularity based on observations of individuals' trajectories.

Bayesian Inference

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