3 papers
cs.LG2026
Is This Predictor More Informative than Another? A Decision-Theoretical Comparison
Yiding Feng, Liuhan Qian, Wei Tang
In many real-world applications, a model provider provides probabilistic forecasts to downstream decision-makers who use them to make decisions under diverse payoff objectives. The…
cs.GT2026
Simple and Robust Quality Disclosure: The Power of Quantile Partition
Shipra Agrawal, Yiding Feng, Wei Tang
Quality information on online platforms is often conveyed through simple, percentile-based badges and tiers that remain stable across different market environments. Motivated by th…
cs.LG2025
Persuasive Calibration
Yiding Feng, Wei Tang
We introduce and study the persuasive calibration problem, where a principal aims to provide trustworthy predictions about underlying events to a downstream agent to make desired d…