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Stochastic Optimization with Random Search
Random search for stochastic optimization works under weaker smoothness assumptions and achieves faster convergence via variance-reduced variants using translation invariance to balance noise.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 4 of 20 reviewers recommend it
lenient 2/5
medium 2/10
strict 0/5