2 papers
cs.LG2025
Unemployment Dynamics Forecasting with Machine Learning Regression Models
Kyungsu Kim
In this paper, I explored how a range of regression and machine learning techniques can be applied to monthly U.S. unemployment data to produce timely forecasts. I compared seven m…
econ.EM2025
Forecasting Labor Demand: Predicting JOLT Job Openings using Deep Learning Model
Kyungsu Kim
This thesis studies the effectiveness of Long Short Term Memory model in forecasting future Job Openings and Labor Turnover Survey data in the United States. Drawing on multiple ec…