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math.OC2026
Prescriptive Optimization for Adaptive Auto-insurance Pricing with Telematics Data
Qinyang He, Yonatan Mintz
Usage-based insurance (UBI) uses telematics to align premiums with risk and encourage safe driving. However, deploying these programs is challenging due to heavy-tailed claim costs…
math.OC2024
Non-stationary Bandits with Habituation and Recovery Dynamics and Knapsack Constraints
Qinyang He, Yonatan Mintz
Multi-armed bandit models have proven to be useful in modeling many real world problems in the areas of control and sequential decision making with partial information. However, in…