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Yuxuan Wang's Projects

examining-left-digit-bias icon examining-left-digit-bias

Based on the replication of left-digit bias in bargaining setting, the paper further investigates the presence of middle-digits bias. The bias is present and exhibit an opposite effect in cheap and expensive deals, resulting in no impact on aggregate level.

humana-healthcare-case-competition icon humana-healthcare-case-competition

Identification of high-risk patients unsuitable for medical procedure. Cleaned claims of inconsistent quality and built meta prediction model. Fairness adjusted AUC score ranked top 20% of more than 200 participating teams.

police-shooting-data-visualization icon police-shooting-data-visualization

A visualization system that displays the time trend and the geological distribution of police shootings. Provided multiple views that illustrate the certain characteristics of the criminal and the cases related.

recommendation-system-capstone icon recommendation-system-capstone

Base on deep learning implementation of collaborative filtering, enhance fairness in terms of closing performance gap across users from different subgroups of gender and age

reinforcement-learning icon reinforcement-learning

Implementation of a few classic reinforcement learning algorithms, and a final project investigating the effect of hyperparameter choice on SAC performance

relational-database icon relational-database

An airline ticket system based on relational database, involves 20 functions for 3 different user types, with advanced features of system security and action verification.

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