Machine Learning

Why clustering, embeddings, and latent representations matter for studying education, culture, organizations, mobility, and collective behavior.

A short explanation of how graph embeddings can help predict firm diversification behavior in public procurement markets.

Public procurement plays a crucial role in modern economies, serving not only as a mechanism to acquire public goods, services, and …

Course on clustering, dimensionality reduction, representation learning, topic models, anomaly detection, embeddings, and unsupervised workflows for behavioral and social data.

Abstract: [ENG] The unprecedented growth in social media use and large-scale information collection pose new threats, but also offer new opportunities. Modeling and managing complex interactive systems requires the analysis of social and technological signals to gain new insights into human society and individual behavior.

Funded by Universidad del Desarrollo. 2022-2023.

Funded by Derco. 2021-2022.