Urteaga, Iñigo

5 publications

UAI 2025 Accurate and Scalable Stochastic Gaussian Process Regression via Learnable Coreset-Based Variational Inference Mert Ketenci, Adler J Perotte, Noémie Elhadad, Iñigo Urteaga

MLHC 2024 Minimax Risk Classifiers for Mislabeled Data: A Study on Patient Outcome Prediction Tasks Lucia Filippozzi, Santiago Mazuelas, Iñigo Urteaga

MLHC 2021 A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction Inigo Urteaga, Kathy Li, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noemie Elhadad

MLHC 2019 Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics Iñigo Urteaga, Tristan Bertin, Theresa M. Hardy, David J. Albers, Noémie Elhadad

AISTATS 2018 Variational Inference for the Multi-Armed Contextual Bandit Iñigo Urteaga, Chris Wiggins