Mini-Workshop: Mathematical Foundations of Robust and Generalizable Learning
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Date
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Volume
46
Issue
Journal
Oberwolfach reports : OWR
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Oberwolfach : Mathematisches Forschungsinstitut Oberwolfach
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Abstract
Machine learning has become an highly active field of research, but its mathematical underpinnings are still hardly understood. This workshop identified key challenges, and it discussed potential solutions. Bringing together a diverse group of researchers, the workshop established different views on the topic based on notions from statistics, probability theory, and optimization.
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This document may be downloaded, read, stored and printed for your own use within the limits of § 53 UrhG but it may not be distributed via the internet or passed on to external parties.
This document may be downloaded, read, stored and printed for your own use within the limits of § 53 UrhG but it may not be distributed via the internet or passed on to external parties.