Search Results for author: Fang-Yi Yu

Found 4 papers, 0 papers with code

Algorithmic Robust Forecast Aggregation

no code implementations31 Jan 2024 Yongkang Guo, Jason D. Hartline, Zhihuan Huang, Yuqing Kong, Anant Shah, Fang-Yi Yu

Given a family of information structures, robust forecast aggregation aims to find the aggregator with minimal worst-case regret compared to the omniscient aggregator.

Multi-agent Performative Prediction: From Global Stability and Optimality to Chaos

no code implementations25 Jan 2022 Georgios Piliouras, Fang-Yi Yu

The recent framework of performative prediction is aimed at capturing settings where predictions influence the target/outcome they want to predict.

Optimal Scoring Rule Design under Partial Knowledge

no code implementations15 Jul 2021 YiLing Chen, Fang-Yi Yu

We further remark that widely used scoring rules, such as the quadratic and log rules, as well as previously identified optimal scoring rules under full knowledge, can be far from optimal in our partial knowledge settings.

Learning and Strongly Truthful Multi-Task Peer Prediction: A Variational Approach

no code implementations30 Sep 2020 Grant Schoenebeck, Fang-Yi Yu

2) We show how to turn a soft-predictor of an agent's signals (given the other agents' signals) into a mechanism.

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