Federated Data Analytics: A Study on Linear Models. - Xubo Yue; Raed Al Kontar; Ana María Estrada Gómez (CoRR, 2022)

An Adaptive Sampling Strategy for Online Monitoring and Diagnosis of High-Dimensional Streaming Data. - Ana María Estrada Gómez; Dan Li 030; Kamran Paynabar (Technometrics, 2022)

Modeling, monitoring, and diagnosis of complex systems with high-dimensional streaming data. - Ana María Estrada Gómez (2022)

An Adaptive Sampling Strategy for Real-Time Anomaly Detection with Unmanned Sensing Vehicles. - Yue Jiang; Ana María Estrada Gómez (Technometrics, 2024)

smashGP: Large-Scale Spatial Modeling via Matrix-Free Gaussian Processes. - Lucas Erlandson; Ana María Estrada Gómez; Edmond Chow; Kamran Paynabar (J. Comput. Graph. Stat., 2025)