Transfer Learning with Kernel Methods

by Adityanarayanan Radhakrishnan, Max Ruiz Luyten, Neha Prasad, Caroline Uhler
Published 2023-09-01

Causal network models of SARS-CoV-2 expression and aging to identify candidates for drug repurposing

by Anastasiya Belyaeva, Louis Cammarata, Adityanarayanan Radhakrishnan, Chandler Squires, Karren Dai Yang, G. V. Shivashankar, Caroline Uhler
Published 2021-02-01

Multi-domain translation between single-cell imaging and sequencing data using autoencoders

by Karren Dai Yang, Anastasiya Belyaeva, Saradha Venkatachalapathy, Karthik Damodaran, Abigail Katcoff, Adityanarayanan Radhakrishnan, G. V. Shivashankar, Caroline Uhler
Published 2021-01-01

Cross-modal autoencoder framework learns holistic representations of cardiovascular state

by Adityanarayanan Radhakrishnan, Sam F. Friedman, Shaan Khurshid, Kenney Ng, Puneet Batra, Steven A. Lubitz, Anthony A. Philippakis, Caroline Uhler
Published 2023-04-01

Theory and application of neural and graphical models in early cancer diagnostics

by Radhakrishnan, Adityanarayanan
Published 2018