Publication Predicting the impact of treatments over time with uncertainty aware neural differential equations Edward De Brouwer, Javier González, Stephanie Hyland International Conference on Artificial Intelligence and Statistics (AISTATS 2022) | February 2022
Publication Ionic Liquid‐Mediated Transdermal Delivery of Thrombosis‐Detecting Nanosensors Ahmet Bekdemir, Eden E. L. Tanner, Jesse Kirkpatrick, Ava P. Soleimany, Samir Mitragotri, Sangeeta N. Bhatia Advanced Healthcare Materials | February 2022, Vol 11(11)
Publication Learning Inconsistent Preferences with Gaussian Processes Siu Lun Chau, Javier González, Dino Sejdinovic International Conference on Artificial Intelligence and Statistics (AISTATS 2022) | January 2022
Publication Intraoperative prediction of post-anaesthesia care unit hypotension Konstantina Palla, Stephanie Hyland, Karen Posner, Pratik Ghosh, Bala Nair, Melissa Bristow, Yoana Paleva, Ben Williams, Christine Fong, Wil Van Cleve, Dustin R Long, Ronald Pauldine, Kenton O'Hara, Kenji Takeda, Monica S Vavilala, Kenton O'Hara British Journal of Anaesthesia | December 2021 Online ahead of print. Project
Publication BayesIMP: Uncertainty Quantification for Causal Data Fusion Siu Lun Chau, Jean-Francois Ton, Javier González, Yee The, Dino Sejdinovic Neural Information Processing Systems (NeurIPS 2021) | December 2021
Publication Dynamic Causal Bayesian Optimization Virginia Aglietti, Neil Dhir, Javier González, Theodoros Damoulas Neural Information Processing Systems (NeurIPS 2021) | November 2021
Publication Sociodemographic and clinical features predictive of SARS-CoV-2 test positivity across healthcare visit-types Jimmy Phuong, Stephanie Hyland, Stephen J. Mooney, Dustin R. Long, Kenji Takeda, Monica S. Vavilala, Kenton O’Hara PLOS ONE | October 2021 Project
Publication GIBBON: General-purpose Information-Based Bayesian Optimisation Henry B. Moss, David S. Leslie, Javier González, Paul Rayson Journal of Machine Learning Research | October 2021, Vol 22(235): pp. 1-49
Publication Modular Self-Supervision for Document-Level Relation Extraction Sheng Zhang, Cliff Wong, Naoto Usuyama, Sarthak Jain, Tristan Naumann, Hoifung Poon 2021 Empirical Methods in Natural Language Processing | September 2021
Publication Synthetic Circuit-Driven Expression of Heterologous Enzymes for Disease Detection Jiang He, Lior Nissim, Ava P. Soleimany, Adina Binder-Nissim, Heather E. Fleming, Timothy K. Lu, Sangeeta N. Bhatia ACS Synthetic Biology | August 2021, Vol 10(9): pp. 2231-2242
