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arXiv research

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.

169,051 papers · 148 categories

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2 results for “trait-dependent”
On Mitigating Affinity Bias through Bandits with Evolving Biased Feedbackstat.ML

New algorithm mitigates affinity bias in hiring feedback loops.

problem Mitigating affinity bias in hiring decisions to avoid unconscious favoritism.
method Introducing affinity bandits, a new bandit variant that accounts for evolving biased feedback.
result Elimination-style algorithm nearly matches the derived regret bound, outperforming classical algorithms.
affinity biashiringbanditsfeedback loopunconscious bias
2025-03-07abs ↗pdf ↗