2240c
Mini-Workshop: Mathematical Foundations of Robust and Generalizable Learning
Report (371.7Kb)Workshop
2240cPeriod
02 Oct - 08 Oct 2022Abstract
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.
Mathematics Subject Classification (MSC)
62Report
Workshop Report 2022,46Organizers
Johannes Lederer, Bochum; Po-Ling Loh, Cambridge; Yuting Wei, Philadelphia; Fanny Yang, ZürichOberwolfach Photo Collection
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