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All publications by Vikas Singh
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Manifold-valued Dirichlet Processes
Hyunwoo Kim, Jia Xu, Baba Vemuri and Vikas Singh
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision
Deepti Pachauri, Risi Kondor, Gautam Sargur and Vikas Singh
Advances in Neural Information Processing Systems 27, 2014


Solving the multi-way matching problem by permutation synchronization
Deepti Pachauri, Risi Kondor and Vikas Singh
Advances in Neural Information Processing Systems 26, 2013


Speeding up Permutation Testing in Neuroimaging
Chris Hinrichs, Vamsi Ithapu, Qinyuan Sun, Sterling C. Johnson and Vikas Singh
Advances in Neural Information Processing Systems 26, 2013


Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging
Chris Hinrichs, Vikas Singh, Jiming Peng and Sterling Johnson
Advances in Neural Information Processing Systems 25, 2012


Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination
Won H. Kim, Deepti Pachauri, Charles Hatt, Moo. K. Chung, Sterling Johnson and Vikas Singh
Advances in Neural Information Processing Systems 25, 2012


Incorporating Domain Knowledge in Matching Problems via Harmonic Analysis
Deepti Pachauri, Maxwell Collins, Vikas Singh and Risi Kondor
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures
Kamiya Motwani, Nagesh Adluru, Chris Hinrichs, Andrew Alexander and Vikas Singh
Advances in Neural Information Processing Systems 23, 2010


Ensemble Clustering using Semidefinite Programming
Vikas Singh, Lopamudra Mukherjee, Jiming Peng and Jinhui Xu
Advances in Neural Information Processing Systems 20, 2007