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@ooaarg

Online Optimization And Applications Research Group

Browse our reference implementations and benchmarks for our papers on online optimization, bandits, and database systems.
README.md

OOAARG — Online Optimization And Applications Research Group

Website: ooaarg.github.io

What we work on

  • Bandits & Online Learning — sequential decision-making with regret guarantees
  • Autobidding, Ranking, Recommender Systems — auction-time bidding under budget/ROI constraints
  • Database optimization — query plan search via MCTS and learned cost models
  • Convex / non-smooth optimization — zeroth-order methods, heavy-tailed noise

Publications

Full publications

Get in touch

ooaarg.github.io/about

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  1. ooaarg.github.io ooaarg.github.io Public

    OOAARG website

    TypeScript

  2. .github .github Public

  3. JOB-Complex JOB-Complex Public

    Forked from DataManagementLab/JOB-Complex

    Fork of Source Code of AIDB '25 paper "JOB-Complex: A Challenging Benchmark for Traditional & Learned Query Optimization"

    Jupyter Notebook

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