Linear Social Choice with Few Queries: A Moment-Based Approach

1. 1Identify the limitations of current social choice rules and alignment practices
2. 2Develop a moment-based approach to extract more information from voters with few queries
3. 3Apply the approach to the linear social choice model, where voter utility is the inner product of latent voter type and candidate features
4. 4Evaluate the effectiveness of the moment-based approach in improving social choice outcomes

This research benefits AI engineers and machine learning researchers working on social choice models, as it provides a new approach for making decisions with limited voter information. It can be applied in various domains, such as recommendation systems and preference aggregation

💡 The moment-based approach can extract more information from voters with few queries, improving social choice outcomes

💡 Moment-based approach for linear social choice with few queries! 🤔