Mohsen Bayati
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
AI×2ML×1
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Research Timeline
2026
Calibrating Conservatism for Scalable Oversight
The paper introduces Calibrated Collective Oversight (CCO), a novel framework that uses aggregated auxiliary scoring functions and Conformal Decision Theory to provide statistically guaranteed, scalable human oversight for powerful, autonomous AI agents.
Annealed Softmax Greedy in Many-Armed Bayesian Bandits
The paper analyzes the performance of an annealed softmax policy in a Bayesian bandit setting, proving that under specific prior conditions, it achieves near-optimal regret rates by effectively sampling near-optimal actions.
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