Investigating Robustness of Parameter Allocation Strategies Across Scales: A Case Study on the Mix-And-Match Adapter

Provide early mortality prediction for patients in ICU. Apply different stacking methods on multiple machine learning to investigate their effects and improve the final prediction

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…

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 tha…

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.

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 …

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

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