Julia Kempe is affiliated with New York University in the United States. Their research primarily focuses on computer science, with a particular emphasis on artificial intelligence and related subfields. The scope of their work also extends to computer vision and pattern recognition, statistical and nonlinear physics, materials chemistry, and radiology, nuclear medicine, and imaging.
The scientist's main research topics include adversarial robustness in machine learning, advanced neural network applications, model reduction, and neural networks. Additional areas of focus encompass machine learning applications in materials science, COVID-19 diagnosis using artificial intelligence, neural networks and their applications, and domain adaptation as well as few-shot learning techniques.
Julia Kempe has contributed to a substantial number of publications, with research appearing prominently in the venue "arXiv (Cornell University)", where they have 28 publications. They also have work published in the "Journal of Statistical Mechanics Theory and Experiment".
Frequent co-authors collaborating with Julia Kempe include:
Recent papers showcasing their research activity include:
Julia Kempe's contributions also extend to presenting foundational aspects and advancements in machine learning robustness and neural network efficiency.
In recognition of professional standing, Julia Kempe was named a Member of Academia Europaea in 2018.
Julia Kempe
Neil Shenvi;Julia Kempe;Julia Kempe;K. Birgitta Whaley
D. P. DiVincenzo;D. Bacon;J. Kempe;J. Kempe;G. Burkard
Dorit Aharonov;Wim van Dam;Julia Kempe;Zeph Landau
Julia Kempe;Alexei Kitaev;Oded Regev
Dorit Aharonov;Andris Ambainis;Julia Kempe;Umesh Vazirani
Julia Kempe;Julia Kempe;D. Bacon;D. A. Lidar;K. B. Whaley
Dave Bacon;Julia Kempe;Julia Kempe;Daniel A. Lidar;K. B. Whaley
Peter Zoller;Peter Zoller;Thomas Beth;D. Binosi;D. Binosi;Rainer Blatt;Rainer Blatt
M. A. Nielsen;J. Kempe
Andris Ambainis;Julia Kempe;Alexander Rivosh
Julia Kempe;Julia Kempe
Dorit Aharonov;Daniel Gottesman;Sandy Irani;Julia Kempe
Dmitry Gavinsky;Julia Kempe;Iordanis Kerenidis;Ran Raz
D. Aharonov;W. van Dam;J. Kempe;Z. Landau
J. Kempe;M. A. Nielsen
Christoph Simon;Julia Kempe;Julia Kempe
Julia Kempe;Julia Kempe
Julia Kempe;Oded Regev
Julia Kempe
Dmitry Gavinsky;Julia Kempe;Iordanis Kerenidis;Ran Raz
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University of Minnesota
University of Malaga
Vanderbilt University
Stony Brook University
University of Montreal
Roche (Switzerland)
Centers for Disease Control and Prevention
Queen's Medical Center
Colorado State University
Nvidia (United States)
University of Bologna
University of Connecticut
Vanderbilt University Medical Center
Columbia University
University of Barcelona
Queen Mary University of London
