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Results for: Publications | Neuroimage-based Phenotyping Project


Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging. Kim HJ, Adluru N, Suri H, Vemuri BC, Johnson SC, Singh V. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Hypothesis testing in unsupervised domain adaptation with applications in neuroimaging. Zhou H, Ravi S, Ithapu V, Johnson S, Wahba G, Singh V. Advances in Neural Information Processing Systems (NIPS), 2016.

Adaptive signal recovery on graphs via harmonic analysis for experimental design in neuroimaging. Kim WH, Hwang SJ, Adluru N, Johnson SC, Singh V. Proceedings of the 14th European Conference on Computer Vision (ECCV), Volume 9910 Lecture Notes in Computer Science, 2016.

Abundant inverse regression using sufficient reduction and its applications. Kim H, Smith B, Adluru N, Dyer C, Johnson S, Singh V. Proceedings of the European Conference on Computer Vision (ECCV),Volume 9910 Lecture Notes in Computer Science, 2016.

Latent variable graphical model selection using harmonic analysis: applications to the Human Connectome Project (HCP). Kim WH, Kim HJ, Adluru N, Singh V. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

Experimental design on a budget for sparse linear models and applications. Ravi SN, Ithapu VK, Johnson SC, Singh V. Proceedings of the 33rd International Conference on Machine Learning (ICML), 2016.

Coupled harmonic bases for longitudinal characterization of brain networks. Hwang SJ, Adluru N, Collins MD, Ravi SN, Bendlin BB, Johnson SC, Singh V. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

On statistical analysis of neuroimages with imperfect registration. Kim WH, Ravi SN, Okonkwo OC Johnson SC, Singh V. Proceedings of International Conference on Computer Vision, 2015.

A projection free method for generalized eigenvalue problems with a nonsmooth regularizer. Hwang SJ, Collins MD, Ravi SN, Ithapu VK, Adluru N, Johnson SC, Singh V. Proceedings of International Conference on Computer Vision, 2015.

Manifold-valued Dirichlet processes. Kim HJ, Xu J, Vemuri BC, Singh V. Proceedings of International Conference on Machine Learning, 2015.

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