3 papers
stat.ME2023
Statistical Network Analysis: Past, Present, and Future
Srijan Sengupta
This article provides a brief overview of statistical network analysis, a rapidly evolving field of statistics, which encompasses statistical models, algorithms, and inferential me…
stat.ME2023
Word Embeddings as Statistical Estimators
Neil Dey, Matthew Singer, Jonathan P. Williams +1
Word embeddings are a fundamental tool in natural language processing. Currently, word embedding methods are evaluated on the basis of empirical performance on benchmark data sets,…
cs.SI2021
Social Sensors in Epidemiological Networks via Graph Eigenvectors
Shubhajit Sen, Samhita Pal, Srijan Sengupta
In this paper, we consider epidemiological networks which are used for modeling the transmission of contagious diseases through a population. Specifically, we study the so-called s…