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RD2Bench: Toward Data-Centric Automatic R&D
The progress of humanity is driven by those successful discoveries accompanied by countless failed experiments.
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle
In the wake of relentless digital transformation, data-driven solutions are emerging as powerful tools to address multifarious industrial tasks such as forecasting, anomaly detection, planning, and even complex decision-making.
Smoothness-Adaptive Dynamic Pricing with Nonparametric Demand Learning
We study the dynamic pricing problem where the demand function is nonparametric and H\"older smooth, and we focus on adaptivity to the unknown H\"older smoothness parameter $\beta$ of the demand function.
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