Kris Sankaran
Kris Sankaran
Montreal Institute for Learning Algorithms
Verified email at stanford.edu - Homepage
TitleCited byYear
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
1072016
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
422016
structSSI: simultaneous and selective inference for grouped or hierarchically structured data
K Sankaran, S Holmes
Journal of statistical software 59 (13), 1, 2014
252014
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
242017
Latent variable modeling for the microbiome
K Sankaran, SP Holmes
arXiv preprint arXiv:1706.04969, 2017
62017
Tackling Climate Change with Machine Learning
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
arXiv preprint arXiv:1906.05433, 2019
32019
Interactive Visualization of Hierarchically Structured Data
K Sankaran, S Holmes
Journal of Computational and Graphical Statistics 27 (3), 553-563, 2018
22018
Improving Online Course Performance Through Customization: An Empirical Study Using Business Analytics
S Sankaran, K Sankaran
International Journal of Business Analytics (IJBAN) 3 (4), 1-20, 2016
22016
Hierarchical Importance Weighted Autoencoders
CW Huang, K Sankaran, E Dhekane, A Lacoste, A Courville
arXiv preprint arXiv:1905.04866, 2019
12019
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
12019
Inference of Dynamic Regimes in the Microbiome
K Sankaran, SP Holmes
arXiv preprint arXiv:1712.00067, 2017
12017
Opioid Atlas: Mapping Access to Pain Medication
K Sankaran, S Tamang, A Bhatt
arXiv preprint arXiv:1612.00497, 2016
12016
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
2019
Multitable Methods for Microbiome Data Integration
K Sankaran, S Holmes
Frontiers in Genetics 10, 627, 2019
2019
Strategies for understanding dynamic, personalized profiles of host-derived proteins and microbes from human stool
EP Casavant, L Dethlefsen, K Sankaran, D Sprockett, S Holmes, ...
bioRxiv, 551143, 2019
2019
Discovery and Visualization of Latent Structure with Applications to the Microbiome
K Sankaran
2018
Applying Machine Learning Methods to Enhance the Distribution of Social Services in Mexico
K Sankaran, D Garcia-Olano, M Javed, MF Alcala-Durand, A De Unánue, ...
arXiv preprint arXiv:1709.05551, 2017
2017
A Hidden Markov Model Approach to Identifying Novel Functional Modules in Biological Networks.
K Sankaran, S Sankaran
International Journal for Computers & Their Applications 19 (2), 2012
2012
Package ‘structSSI’
K Sankaran, MK Sankaran
2012
CS229 FINAL REPORT: UNSUPERVISED LEARNING OF TEMPORALLY COHERENT FEATURES FOR ACTION RECOGNITION
Z Huang, R Jia, K Sankaran
2011
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Articles 1–20