Thesis
A Geometric Framework for Modeling and Inference using the Nonparametric Fisher–Rao metric. Link.
Here is a link to my Google Scholar profile.
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Selected Journal Publications:
> A. Saha, K. Bharath, S. Kurtek,
"A Geometric Variational Approach to Bayesian Inference",
Journal of the American Statistical Association, pp. 1-25, 2019. Link.
> A. Saha, S. Kurtek,
"Geometric Sensitivity Measures for Bayesian Nonparametric Density Estimation Models",
Sankhya A, vol. 81, part 1, pp. 104-143, 2019. Link.
> K. Dextraze*, A. Saha*, D. Kim, S. Narang, M. Lehrer, A. Rao, S. Narang, D. Rao, S. Ahmed, V. Madhugiri, C. D. Fuller, M. M. Kim, S. Krishnan, G. Rao, A. Rao,
"Spatial habitats from multiparametric MR imaging are associated with cellular signaling pathway activity and survival in Glioblastoma",
Oncotarget, vol. 8, no. 68, pp. 112992-113001, 2017. Link.
(* denotes equal contribution)
> A. Saha, S. Banerjee, S. Kurtek, S. Narang, G. Rao, J. Martinez, K. Bharath, A.U.K. Rao, V. Baladandayuthapani,
"DEMARCATE: Density-based Magnetic Resonance Image Clustering for Assessing Tumor Heterogeneity in Glioblastoma",
NeuroImage: Clinical, vol. 12, pp. 132-143, 2016. Link.
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A Geometric Framework for Modeling and Inference using the Nonparametric Fisher–Rao metric. Link.
Here is a link to my Google Scholar profile.
----------------------------------------------------------------------------------------------------------------------
Selected Journal Publications:
> A. Saha, K. Bharath, S. Kurtek,
"A Geometric Variational Approach to Bayesian Inference",
Journal of the American Statistical Association, pp. 1-25, 2019. Link.
> A. Saha, S. Kurtek,
"Geometric Sensitivity Measures for Bayesian Nonparametric Density Estimation Models",
Sankhya A, vol. 81, part 1, pp. 104-143, 2019. Link.
> K. Dextraze*, A. Saha*, D. Kim, S. Narang, M. Lehrer, A. Rao, S. Narang, D. Rao, S. Ahmed, V. Madhugiri, C. D. Fuller, M. M. Kim, S. Krishnan, G. Rao, A. Rao,
"Spatial habitats from multiparametric MR imaging are associated with cellular signaling pathway activity and survival in Glioblastoma",
Oncotarget, vol. 8, no. 68, pp. 112992-113001, 2017. Link.
(* denotes equal contribution)
> A. Saha, S. Banerjee, S. Kurtek, S. Narang, G. Rao, J. Martinez, K. Bharath, A.U.K. Rao, V. Baladandayuthapani,
"DEMARCATE: Density-based Magnetic Resonance Image Clustering for Assessing Tumor Heterogeneity in Glioblastoma",
NeuroImage: Clinical, vol. 12, pp. 132-143, 2016. Link.
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