TVNUM Seminar Room (not Shannon!!), Place du Levant 2, Stévin Building, 1st floor -- Tuesday, 06 September 2016 at 11:00 (45 min.)
{
"name":"Are classifiers really robust to deformations in the data?",
"description":"The robustness of classifiers to small perturbations of the datapoints is a highly desirable property when the classifier is deployed in real and possibly hostile environments. Despite achieving excellent performance on recent visual benchmarks, state-of-the-art classifiers are surprisingly unstable to small perturbations of the data.",
"startDate":"2016-09-06",
"endDate":"2016-09-06",
"startTime":"11:00",
"endTime":"11:45",
"location":"TVNUM Seminar Room (not Shannon!!), Place du Levant 2, Stévin Building, 1st floor",
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The robustness of classifiers to small perturbations of the datapoints is a highly desirable property when the classifier is deployed in real and possibly hostile environments. Despite achieving excellent performance on recent visual benchmarks, state-of-the-art classifiers are surprisingly unstable to small perturbations of the data.
