Robert Nowak is affiliated with the University of Wisconsin-Madison in the United States. Their research primarily focuses on the field of Computer Science, with a concentration on Artificial Intelligence. Other notable subfields in their work include Management Science and Operations Research, Computational Mechanics, Computer Vision and Pattern Recognition, and Statistical and Nonlinear Physics.
The scientist has an extensive publication record, with a significant number of papers appearing on arXiv (Cornell University). Other frequent publication venues include Affective Science, SIAM Journal on Mathematics of Data Science, Proceedings of the AAAI Conference on Artificial Intelligence, and IEEE Signal Processing Letters.
Key topics that characterize their research include Machine Learning and Algorithms, Machine Learning and Data Classification, Advanced Bandit Algorithms Research, Sparse and Compressive Sensing Techniques, Model Reduction and Neural Networks, Neural Networks and Applications, and Stochastic Gradient Optimization Techniques.
Among the recent papers authored or coauthored by Robert Nowak are:
Their frequent coauthors include Rahul Parhi, Jifan Zhang, Yinglun Zhu, Ardhendu Tripathy, and Julian Katz-Samuels. Among these, collaborations with Rahul Parhi and Jifan Zhang are notably recurrent.
In recognition of their contributions, Robert Nowak was awarded the title of IEEE Fellow in 2010 for contributions to statistical signal and image processing.
M.A.T. Figueiredo;R.D. Nowak;S.J. Wright
M.S. Crouse;R.D. Nowak;R.G. Baraniuk
S.J. Wright;R.D. Nowak;M.A.T. Figueiredo
M.A.T. Figueiredo;R.D. Nowak
Waheed U Bajwa;Jarvis Haupt;Akbar M Sayeed;Robert Nowak
Michael Rabbat;Robert Nowak
R.D. Nowak
J. Haupt;R. Nowak
J. Haupt;W.U. Bajwa;M. Rabbat;R. Nowak
A. Coates;A.O. Hero;R. Nowak;Bin Yu
M.A.T. Figueiredo;J.M. Bioucas-Dias;R.D. Nowak
Rui Castro;Mark Coates;Gang Liang;Robert Nowak
J Haupt;W U Bajwa;G Raz;R Nowak
Waheed Bajwa;Jarvis Haupt;Akbar Sayeed;Robert Nowak
Laura Balzano;Robert Nowak;Benjamin Recht
Jeremy S. Bredfeldt;Yuming Liu;Carolyn A. Pehlke;Matthew W. Conklin
M.G. Rabbat;R.D. Nowak
Waheed U. Bajwa;Jarvis D. Haupt;Gil M. Raz;Stephen J. Wright
R.L. Claypoole;R.G. Baraniuk;R.D. Nowak
R.D. Nowak
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