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Web Javier Gonzalez Toggle navigation Javier González Home Links Publications Talks Software Community Bio Contact Javier Gonzalez Principal Researcher in Machine Learning Microsoft Research Cambridge Mail: Gonzalez.Javier[a]microsoft.com Links Twitter Github Scholar Hello I am a Principal Researcher at Microsoft Research Cambridge. My research focuses on the development of probabilistic machine learning methods for uncertainty quantification and data-efficient sequential decision making. I work on the challenges arising when uncertainty of different types (the loss of precision induced by numerical calculations, data errors, model miss-calibration, etc.) need to be be propagated, controlled and reduced in complex pipelines. I am also interested on how causal inference can be used to leverage decision making methods and to improve the understanding of complex systems and processes. As fields of applic...
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