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Sameer Tharakan
Sameer Tharakan
Verified email at ices.utexas.edu
Title
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Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
17742018
A kernel-independent FMM in general dimensions
WB March, B Xiao, S Tharakan, DY Chenhan, G Biros
SC'15: Proceedings of the International Conference for High Performance …, 2015
342015
Robust treecode approximation for kernel machines
WB March, B Xiao, S Tharakan, CD Yu, G Biros
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
142015
SIBIA-GlS: Scalable biophysics-based image analysis for glioma segmentation
A Mang, S Tharakan, A Gholami, N Nimthani, S Subramanian, J Levitt, ...
The multimodal brain tumor image segmentation benchmark (BRATS), MICCAI, 2017
102017
Method for Determining a Spectrum from Time-Varying Data
JW Smith, SP Boyd, AE Schoen, SD Tharakan
US Patent App. 14/263,947, 2015
52015
Scalable Kernel Methods for Uncertainty Quantification
S Tharakan, WB March, G Biros
Recent Trends in Computational Engineering-CE2014: Optimization, Uncertainty …, 2015
12015
Using global low-rank kernel matrix approximations in machine learning and uncertainty quantification
S Tharakan
2020
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