Invited Talk
in
Workshop: Mathematics of Modern Machine Learning (M3L)
Open problems in LLM Theory, DL theory, and the role of theory
Matus Telgarsky
Abstract:
This talk will first address basic cultural difficulties faced by the theory community (and especially by junior theorists), and then discuss 4 areas of progress: small models, conditional theory, frontier algorithms, and classical analysis.
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