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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “Best-of-Majority”
Best-of-Majority: Minimax-Optimal Strategy for Pass@kk Inference Scalingcs.LG

Best-of-Majority improves inference performance in Pass@kk settings.

problem Inference in difficult tasks often underperforms with single-shot selection methods.
method Combining majority voting and Best-of-N, Best-of-Majority restricts candidates to high-frequency responses.
result Best-of-Majority achieves minimax optimal regret and outperforms other methods.
inference scalingPass@$k$Best-of-Majorityminimax optimalityreward model
2025-10-03abs ↗pdf ↗