2 papers
cs.LG2025
Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety
Siddharth Mangalik, Ojas Deshpande, Adithya V. Ganesan +2
Estimating community-specific mental health effects of local events is vital for public health policy. While forecasting mental health scores alone offers limited insights into the…
cs.CL2023
Robust language-based mental health assessments in time and space through social media
Siddharth Mangalik, Johannes C. Eichstaedt, Salvatore Giorgi +8
Compared to physical health, population mental health measurement in the U.S. is very coarse-grained. Currently, in the largest population surveys, such as those carried out by the…