Vikas Sindhwani, Ph.D.

Affiliations: 
University of Chicago, Chicago, IL 
Area:
artificial intelligence, pattern recognition, machine learning, computational study of human speech and language
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"Vikas Sindhwani"
Mean distance: 16.01 (cluster 29)
 
SNBCP

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Partha Niyogi grad student 2007 Chicago
 (On semi -supervised Kernel methods.)
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Publications

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Yang J, Sindhwani V, Fan Q, et al. (2014) Random laplace feature maps for semigroup kernels on histograms Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 971-978
Ghoting A, Krishnamurthy R, Pednault E, et al. (2011) SystemML: Declarative machine learning on MapReduce Proceedings - International Conference On Data Engineering. 231-242
Sindhwani V, Bucak SS, Hu J, et al. (2010) One-class matrix completion with low-density factorizations Proceedings - Ieee International Conference On Data Mining, Icdm. 1055-1060
Rosenberg DS, Sindhwani V, Bartlett PL, et al. (2009) Multiview point cloud kernels for semisupervised learning [Lecture Notes] Ieee Signal Processing Magazine. 26: 145-148
Natarajan R, Sindhwani V, Tatikonda S. (2009) Sparse least-squares methods in the Parallel Machine Learning (PML) framework Icdm Workshops 2009 - Ieee International Conference On Data Mining. 314-319
Sindhwani V, Rakshit S, Deodhare D, et al. (2004) Feature selection in MLPs and SVMs based on maximum output information. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 937-48
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