基本信息
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Bio
Katherine's research interests lie in the fields of machine learning and Bayesian statistics. Specifically, she develops new methods and models to discover latent structure in data, including cluster structure, using Bayesian nonparametrics, hierarchical Bayes, techniques for Bayesian model comparison, and other Bayesian statistical methods.
Research Interests
Papers共 139 篇Author StatisticsCo-AuthorSimilar Experts
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JMIR Formative Research (2024): e56570-e56570
Stephen R. Pfohl,Heather Cole-Lewis,Rory Sayres, Darlene Neal,Mercy Asiedu,Awa Dieng,Nenad Tomasev, Qazi Mamunur Rashid,Shekoofeh Azizi,Negar Rostamzadeh,Liam G. McCoy, Leo Anthony Celi,
CoRR (2024)
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Mercy Asiedu,Awa Dieng, Iskandar Haykel,Negar Rostamzadeh,Stephen Pfohl,Chirag Nagpal, Maria Nagawa,Abigail Oppong,Sanmi Koyejo,Katherine Heller
CoRR (2024)
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CoRR (2024)
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Nicole Chiou, Nichole Young-Lin,Christopher Kelly, Julie Cattiau, Tiya Tiyasirichokchai, Abdoulaye Diack,Sanmi Koyejo,Katherine Heller,Mercy Asiedu
crossref(2024)
Research Square (Research Square) (2023)
Trans. Mach. Learn. Res. (2023)
CoRR (2023)
CoRR (2023)
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Anmol Arora,Joseph E Alderman, Joanne Palmer, Shaswath Ganapathi,Elinor Laws,Melissa D McCradden,Lauren Oakden-Rayner,Stephen R Pfohl,Marzyeh Ghassemi,Francis McKay,Darren Treanor,Negar Rostamzadeh,
Nature medicineno. 11 (2023): 2929-2938
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Author Statistics
#Papers: 139
#Citation: 6214
H-Index: 36
G-Index: 78
Sociability: 6
Diversity: 2
Activity: 14
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