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Kris Sankaran
Kris Sankaran
Assistant Professor of Statistics, University of Wisconsin - Madison
Dirección de correo verificada de wisc.edu - Página principal
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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
9322016
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
9272022
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
1062020
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
1002016
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), 2408, 2019
992019
Latent variable modeling for the microbiome
K Sankaran, SP Holmes
Biostatistics 20 (4), 599-614, 2019
782019
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
712017
Flow: A dataset and benchmark for floating waste detection in inland waters
Y Cheng, J Zhu, M Jiang, J Fu, C Pang, P Wang, K Sankaran, O Onabola, ...
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
622021
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
602019
structSSI: simultaneous and selective inference for grouped or hierarchically structured data
K Sankaran, S Holmes
Journal of statistical software 59 (13), 1, 2014
552014
Microbiome composition modulates secondary metabolism in a multispecies bacterial community
MG Chevrette, CS Thomas, A Hurley, N Rosario-Meléndez, K Sankaran, ...
Proceedings of the National Academy of Sciences 119 (42), e2212930119, 2022
532022
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
492019
Tackling climate change with machine learning (2019)
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
Preprint available at, 1906
471906
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
33
Multitable methods for microbiome data integration
K Sankaran, SP Holmes
Frontiers in genetics 10, 430637, 2019
292019
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
252021
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
251906
Artificial intelligence for climate change adaptation
SM Cheong, K Sankaran, H Bastani
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 (5 …, 2022
232022
Hierarchical importance weighted autoencoders
CW Huang, K Sankaran, E Dhekane, A Lacoste, A Courville
International Conference on Machine Learning, 2869-2878, 2019
212019
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
142020
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Artículos 1–20