Finale Doshi-Velez is affiliated with Harvard University in the United States. Their research primarily spans the field of Computer Science, with a focus on Artificial Intelligence. They have produced 137 publications in this domain, emphasizing specialized subfields such as Epidemiology, Pharmacology, Economics and Econometrics, and Management Science and Operations Research.
Their work engages a range of topics including Explainable Artificial Intelligence (XAI), Machine Learning in Healthcare, Adversarial Robustness in Machine Learning, Sepsis Diagnosis and Treatment, Treatment of Major Depression, Reinforcement Learning in Robotics, and Anomaly Detection Techniques and Applications.
Frequent collaborators include Weiwei Pan, Sonali Parbhoo, Susan A. Murphy, Roy H. Perlis, and Yaniv Yacoby, with co-authorship counts of 22, 17, 15, 11, and 11 respectively.
The scientist's publications are often featured in venues such as arXiv (Cornell University), PubMed, Proceedings of the AAAI Conference on Artificial Intelligence, Journal of Affective Disorders, and The Lancet Digital Health. They have notably contributed 73 papers to arXiv, followed by 8 in PubMed, 4 in AAAI conferences, 3 in the Journal of Affective Disorders, and 2 in The Lancet Digital Health.
Recent papers include:
Finale Doshi-Velez was awarded the status of Fellow of the Alfred P. Sloan Foundation in 2018.
Finale Doshi-Velez;Been Kim
Jenna Wiens;Suchi Saria;Mark Sendak;Marzyeh Ghassemi
Andrew Slavin Ross;Finale Doshi-Velez
Andrew Slavin Ross;Michael C. Hughes;Finale Doshi-Velez
Joseph Futoma;Morgan Simons;Trishan Panch;Finale Doshi-Velez
Omer Gottesman;Fredrik Johansson;Matthieu Komorowski;Aldo Faisal
Marzyeh Ghassemi;Tristan Naumann;Finale Doshi-Velez;Nicole Brimmer
Mike Wu;Michael C. Hughes;Sonali Parbhoo;Maurizio Zazzi
Tong Wang;Cynthia Rudin;Finale Doshi-Velez;Yimin Liu
Stefan Depeweg;José Miguel Hernández-Lobato;Finale Doshi-Velez;Steffen Udluft
Maia Jacobs;Melanie F. Pradier;Thomas H. McCoy;Roy H. Perlis
Joshua Joseph;Finale Doshi-Velez;Albert S. Huang;Nicholas Roy
Finale Doshi-Velez;Been Kim
Maia Jacobs;Jeffrey He;Melanie F. Pradier;Barbara Lam
Isaac Lage;Emily Chen;Jeffrey He;Menaka Narayanan
Finale Doshi-velez
Stefan Depeweg;José Miguel Hernández-Lobato;Finale Doshi-Velez;Steffen Udluft
Menaka Narayanan;Emily Chen;Jeffrey He;Been Kim
Finale Doshi-Velez;Been Kim
Omer Gottesman;Fredrik D. Johansson;Joshua Meier;Jack Dent
Finale Doshi-Velez;Mason A. Kortz
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Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute
Publications: 13
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