Rich Caruana is affiliated with Microsoft in the United States. Their research primarily spans the fields of computer science and medicine, with significant contributions in artificial intelligence and healthcare applications. Their work focuses on explainable artificial intelligence (XAI), machine learning in healthcare, adversarial robustness, and specialized topics such as maternal and fetal healthcare, pregnancy, and preeclampsia studies.
Their recent publications include the following papers:
Caruana's frequent co-authors include Harsha Nori, Benjamin J. Lengerich, Ian Painter, Kristin Sitcov, and Tomas M. Bosschieter. Collaboration with these researchers is reflected in multiple publications.
The venues where Caruana often publishes are arXiv (Cornell University), American Journal of Obstetrics and Gynecology, bioRxiv (Cold Spring Harbor Laboratory), the Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, and the International Journal of Radiation Oncology*Biology*Physics.
Their main fields of study encompass:
Subfields of study include:
The primary research topics covered in their work are:
Rich Caruana
Rich Caruana;Alexandru Niculescu-Mizil
Cristian Buciluǎ;Rich Caruana;Alexandru Niculescu-Mizil
Jimmy Ba;Rich Caruana
Rich Caruana
Rich Caruana;Yin Lou;Johannes Gehrke;Paul Koch
Alexandru Niculescu-Mizil;Rich Caruana
Rich Caruana;Steve Lawrence;C. Lee Giles
Rich Caruana
Rich Caruana;Alexandru Niculescu-Mizil;Geoff Crew;Alex Ksikes
Shumeet Baluja;Rich Caruana
Rich Caruana;Dayne Freitag
Rich Caruana;Nikos Karampatziakis;Ainur Yessenalina
Tom M. Mitchell;Rich Caruana;Dayne Freitag;John McDermott
Engin Ipek;Onur Mutlu;José F. Martínez;Rich Caruana
Yin Lou;Rich Caruana;Johannes Gehrke
Yin Lou;Rich Caruana;Johannes Gehrke;Giles Hooker
Harmanpreet Kaur;Harsha Nori;Samuel Jenkins;Rich Caruana
Rich Caruana;Alexandru Niculescu-Mizil
David Cohn;Rich Caruana;Andrew Kachites McCallum
Pavel Berkhin;Rich Caruana;Xindong Wu
Harsha Nori;Samuel Jenkins;Paul Koch;Rich Caruana
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Institute for Computer Science, Artificial Intelligence and Technology (INSAIT)
Publications: 25
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