Shashaank Vattikuti

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 5

Top Topics

Medical Imaging

Vector Representation

Probabilistic Matrix Factorization

Item Response Theory

Top Venues

PLoS Comput. Biol.

Publications

Joshua C. Chang, Ted L. Chang, Carson C. Chow, Rohit Mahajan, Sonya Mahajan, Shashaank Vattikuti, Hongjing Xia
Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to prevent avoidable all-cause readmissions or death. CoRR (2022)
Joshua C. Chang, Patrick Fletcher, Jungmin Han, Ted L. Chang, Shashaank Vattikuti, Bart Desmet, Ayah Zirikly, Carson C. Chow
Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization. ICLR (2021)
Joshua C. Chang, Patrick Fletcher, Jungmin Han, Ted L. Chang, Shashaank Vattikuti, Bart Desmet, Ayah Zirikly, Carson C. Chow
Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization. CoRR (2020)
Joshua C. Chang, Shashaank Vattikuti, Carson C. Chow
Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models. CoRR (2019)
Shashaank Vattikuti, Phyllis Thangaraj, Hua W. Xie, Stephen J. Gotts, Alex Martin, Carson C. Chow
Canonical Cortical Circuit Model Explains Rivalry, Intermittent Rivalry, and Rivalry Memory. PLoS Comput. Biol. 12 (5) (2016)