13 citations · 30 across the 3 of their papers we have counts for
3 papers
Individual Explanations in Machine Learning Models: A Case Study on Poverty Estimation
Alfredo Carrillo, Luis F. Cantú, Luis Tejerina +1
Machine learning methods are being increasingly applied in sensitive societal contexts, where decisions impact human lives. Hence it has become necessary to build capabilities for…
Individual Explanations in Machine Learning Models: A Survey for Practitioners
Alfredo Carrillo, Luis F. Cantú, Alejandro Noriega
In recent years, the use of sophisticated statistical models that influence decisions in domains of high societal relevance is on the rise. Although these models can often bring su…
Analysis of Tourism Dynamics and Special Events through Mobile Phone Metadata
Yan Leng, Alejandro Noriega, Alex 'Sandy' Pentland +3
Tourism has been an increasingly important factor in global economy, society and environment, accounting for a significant share of GDP and labor force. Policy and research on tour…