Search Results for author: William Consagra

Found 2 papers, 1 papers with code

Neural Orientation Distribution Fields for Estimation and Uncertainty Quantification in Diffusion MRI

no code implementations16 Jul 2023 William Consagra, Lipeng Ning, Yogesh Rathi

Inferring brain connectivity and structure \textit{in-vivo} requires accurate estimation of the orientation distribution function (ODF), which encodes key local tissue properties.

Uncertainty Quantification

Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis Systems

1 code implementation30 Jul 2021 William Consagra, Arun Venkataraman, Xing Qiu

Most of the traditional techniques from functional data analysis are plagued by the curse of dimensionality and quickly become intractable as the dimension of the domain increases.

Dimensionality Reduction Tensor Decomposition

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