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Kris Sankaran
Kris Sankaran
Assistant Professor of Statistics, University of Wisconsin - Madison
Bestätigte E-Mail-Adresse bei wisc.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Bioconductor workflow for microbiome data analysis: from raw reads to community analyses
BJ Callahan, K Sankaran, JA Fukuyama, PJ McMurdie, SP Holmes
F1000Research 5, 2016
5732016
Tackling climate change with machine learning
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
ACM Computing Surveys (CSUR) 55 (2), 1-96, 2022
3592022
HIV-1 protease, reverse transcriptase, and integrase variation
SY Rhee, K Sankaran, V Varghese, MA Winters, CB Hurt, JJ Eron, ...
Journal of virology 90 (13), 6058-6070, 2016
832016
Sex-specific association between gut microbiome and fat distribution
Y Min, X Ma, K Sankaran, Y Ru, L Chen, M Baiocchi, S Zhu
Nature communications 10 (1), 1-9, 2019
602019
Multidomain analyses of a longitudinal human microbiome intestinal cleanout perturbation experiment
J Fukuyama, L Rumker, K Sankaran, P Jeganathan, L Dethlefsen, ...
PLoS computational biology 13 (8), e1005706, 2017
602017
Latent variable modeling for the microbiome
K Sankaran, SP Holmes
Biostatistics 20 (4), 599-614, 2019
502019
Highres-net: Recursive fusion for multi-frame super-resolution of satellite imagery
M Deudon, A Kalaitzis, I Goytom, MR Arefin, Z Lin, K Sankaran, ...
arXiv preprint arXiv:2002.06460, 2020
492020
structSSI: simultaneous and selective inference for grouped or hierarchically structured data
K Sankaran, S Holmes
Journal of statistical software 59 (13), 1, 2014
462014
Demis Hassabis, John C
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
Platt, Felix Creutzig, Jennifer Chayes, and Yoshua Bengio. Tackling Climate …, 2019
392019
Tackling climate change with machine learning (2019)
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
arXiv preprint arxiv:1906.05433, 1906
311906
Visualizing the consequences of climate change using cycle-consistent adversarial networks
V Schmidt, A Luccioni, SK Mukkavilli, N Balasooriya, K Sankaran, ...
arXiv preprint arXiv:1905.03709, 2019
282019
Bioconductor Workflow for Microbiome Data Analysis: from raw reads to community analyses. F1000Research. 2016; 5: 1492
BJ Callahan, K Sankaran, JA Fukuyama, PJ McMurdie, SP Holmes
22
Multitable methods for microbiome data integration
K Sankaran, SP Holmes
Frontiers in genetics 10, 627, 2019
192019
Hierarchical importance weighted autoencoders
CW Huang, K Sankaran, E Dhekane, A Lacoste, A Courville
International Conference on Machine Learning, 2869-2878, 2019
162019
Tackling climate change with machine learning. arXiv 2019
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
arXiv preprint arXiv:1906.05433, 1906
161906
Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge dataset
A Janik, J Dodd, G Ifrim, K Sankaran, K Curran
Medical Imaging 2021: Image Processing 11596, 861-872, 2021
72021
Highres-net: Multi-frame super-resolution by recursive fusion
M Deudon, A Kalaitzis, MR Arefin, I Goytom, Z Lin, K Sankaran, ...
72019
Interactive visualization of hierarchically structured data
K Sankaran, S Holmes
Journal of Computational and Graphical Statistics 27 (3), 553-563, 2018
72018
Machine learning for glacier monitoring in the hindu kush himalaya
S Baraka, B Akera, B Aryal, T Sherpa, F Shresta, A Ortiz, K Sankaran, ...
arXiv preprint arXiv:2012.05013, 2020
52020
Interpreting black-box semantic segmentation models in remote sensing applications
A Janik, K Sankaran, A Ortiz
The Eurographics Association, 2019
52019
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