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UID:pretalx-juliacon-2025-DH7MKC@pretalx.com
DTSTART;TZID=EST:20250723T153000
DTEND;TZID=EST:20250723T154000
DESCRIPTION:The DARPA-MIT SmartSolve project tackles the challenge of dynam
 ically selecting optimal algorithms and architectures through an automated
  discovery framework.  As part of this effort\, we present advances on opt
 imizing algorithm and data structure choices tailored to linear algebra. C
 ontributions include automated benchmarking across diverse matrix patterns
 \, database-driven selection via Pareto analysis\, and exploring large lan
 guage models for automatic heuristic generation.
DTSTAMP:20260713T210452Z
LOCATION:Cathedral Room G24 - If Room
SUMMARY:Automated algorithm selection discovery via LLMs - Emmanuel Lujan\,
  Rabab Alomairy\, Rushil Shah
URL:https://pretalx.com/juliacon-2025/talk/DH7MKC/
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