5 citations · 6 across the 3 of their papers we have counts for
4 papers
Hierarchical Importance Weighted Autoencoders
Chin-Wei Huang, Kris Sankaran, Eeshan Dhekane +2
Importance weighted variational inference (Burda et al., 2015) uses multiple i.i.d. samples to have a tighter variational lower bound. We believe a joint proposal has the potential…
Inference of Dynamic Regimes in the Microbiome
Kris Sankaran, Susan P. Holmes
Many studies have been performed to characterize the dynamics and stability of the microbiome across a range of environmental contexts [Costello et al., 2012, Faust et al., 2015].…
Applying Machine Learning Methods to Enhance the Distribution of Social Services in Mexico
Kris Sankaran, Diego Garcia-Olano, Mobin Javed +7
The Government of Mexico's social development agency, SEDESOL, is responsible for the administration of social services and has the mission of lifting Mexican families out of pover…
Latent Variable Modeling for the Microbiome
Kris Sankaran, Susan P. Holmes
The human microbiome is a complex ecological system, and describing its structure and function under different environmental conditions is important from both basic scientific and…