Presentation Abstract: Given access to a distribution, how can one tell whether it satisfies a particular property? This talk will be about property testing of distributions, which studies the above […]
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Erik Waingarten (University of Pennsylvania): “Testing Properties of High-Dimensional Distributions”
Erik Waingarten (University of Pennsylvania): “Testing Properties of High-Dimensional Distributions”
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Presentation Abstract:Â Throughout the COVID-19 pandemic, countries relied on a variety of ad-hoc border control protocols to allow for non-essential travel while safeguarding public health: from quarantining all travellers to […] |
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Presentation Abstract: "A.I. has an explainability crisis"---Fortune Magazine. If you ask an ML researcher about explainability, you'll find that there are a large number of interpretability methods with no clear […] |
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Presentation Abstract: We present three approaches to combine formal methods, control theory, and machine learning for safe and performant autonomous systems. Safe control for learning-enabled systems: We present our recent […] |
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