CNEL Alumnus: Sudhir Rao


Former student webpage:
About Me

Hi, I am Sudhir and welcome to my webpage. I am a Ph.D student at CNEL working under Dr. Principe, Distinguished Professor, ECE Department, UF.
 
My Research Interests

Well, I have just started on my research. So for now there are no great accomplishments ( I will soon fill this void!!). Broadly, my research interest span from DSP to Machine Learning. Currently, I am working on Spectral Clustering .


(PS: I will soon add more information and links to my research as it develops)
 
Picture
Links

 
CNEL Papers
Dissertation
1Rao, Sudhir Madhav,"Unsupervised learning : an information theoretic framework", Aug. 2008, University of Florida.(author PDF)
 
Journal Papers
1S. Rao, J. Principe, "Mean Shift: An Information Theoretic Perspective", Trans. on Pattern Analysis and Machine Intelligence, Vol. 30, No. 3, pp. N/A-N/A, Oct. 2008,DOI:http://dx.doi.org/10.1016/j.patrec.2008. (author PDF)
 
Conference Papers
1A. Paiva, S. Rao, I. Park, J. Principe, "Spectral Clustering of Synchronous Spike Trains," Intl. Joint Conf. on Neural Networks.(Submitted)
2S. Rao, S. Han, J. Principe, "Information Theoretic Vector Quantization with Fixed Point Updates," Intl. Joint Conf. on Neural Networks.(Submitted)
3S. Rao, A. Paiva, J. Principe, "A Novel Weighted LBG Algorithm for Neural Spike Compression," Intl. Joint Conf. on Neural Networks.(Submitted)
4Sudhir Rao, Allan de Medeiros Martins, Weifeng Liu, Jose C. Principe, "Information Theoretic Mean Shift Algorithm", Intl. Work. on Neural Networks for Signal Processing, pp. -, Sept. 2006 (author PDF)
5Sudhir Rao, Justin C. Sanchez, Seungju Han, Jose C. Principe, "Spike Sorting using non Parametric Clustering via Cauchy Schwartz pdf Divergence", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 881-884, May 2006 (author PDF)
 

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