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I'm a machine learning researcher at New York University. My research is focused on probabilistic machine learning and AI safety. / Tim G. J. Rudne -- NYU Faculty Fellowr
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Tim G. J. Rudner
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2025-12-09 22:34:42
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Tim G. J. Rudner Toggle navigation Tim G. J. Rudner (current) Publications Tim G. J. Rudner Data Science Assistant Professor, Faculty Fellow, and Instructor , Center for Data Science , New York University AI Fellow , Center for Security & Emerging Technology , Georgetown University tim.rudner [at] nyu.edu The goal of my research is to create trustworthy machine learning models with a focus on developing methods and theoretical insights that improve the reliability , safety , and transparency of machine learning systems deployed in safety-critical settings. In pursuit of this goal, my research uses probabilistic methods to improve reliable uncertainty quantification [ 1 , 2 , 3 ], robustness to distribution shifts [ 1 , 2 , 3 ], interpretability [ 1 , 2 ], and sequential decision-making [ 1 , 2 ], with an emphasis on problems in healthcare [ 1 , 2 , 3 ]. Bio: I am a Data Science Assistant Professor, Faculty Fellow, a...
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