Causal Structure Learning: A Combinatorial Perspective

por Squires, Chandler, Uhler, Caroline
Publicado 2022

Mechano-genomic regulation of coronaviruses and its interplay with ageing

por Uhler, Caroline, Shivashankar, G. V.
Publicado 2020

Mechanogenomic coupling of lung tissue stiffness, EMT and coronavirus pathogenicity

por Uhler, Caroline, Shivashankar, G.V.
Publicado 2021

Wide and deep neural networks achieve consistency for classification

por Radhakrishnan, Adityanarayanan, Belkin, Mikhail, Uhler, Caroline
Publicado 2023

Overparameterized neural networks implement associative memory

por Radhakrishnan, Adityanarayanan, Belkin, Mikhail, Uhler, Caroline
Publicado 2020

Simple, fast, and flexible framework for matrix completion with infinite width neural networks

por Radhakrishnan, Adityanarayanan, Stefanakis, George, Belkin, Mikhail, Uhler, Caroline
Publicado 2022

Transfer Learning with Kernel Methods

por Radhakrishnan, Adityanarayanan, Ruiz Luyten, Max, Prasad, Neha, Uhler, Caroline
Publicado 2023

Orientation and repositioning of chromosomes correlate with cell geometry–dependent gene expression

por Wang, Yejun, Nagarajan, Mallika, Uhler, Caroline, Shivashankar, G. V.
Publicado 2017

Graph-based autoencoder integrates spatial transcriptomics with chromatin images and identifies joint biomarkers for Alzheimer’s disease

por Zhang, Xinyi, Wang, Xiao, Shivashankar, G. V., Uhler, Caroline
Publicado 2022

Network analysis identifies chromosome intermingling regions as regulatory hotspots for transcription

por Belyaeva, Anastasiya, Venkatachalapathy, Saradha, Nagarajan, Mallika, Shivashankar, G. V., Uhler, Caroline
Publicado 2017

Lateral confined growth of cells activates Lef1 dependent pathways to regulate cell-state transitions

por Yuan, Luezhen, Roy, Bibhas, Ratna, Prasuna, Uhler, Caroline, Shivashankar, G. V.
Publicado 2022

Machine Learning for Nuclear Mechano-Morphometric Biomarkers in Cancer Diagnosis

por Radhakrishnan, Adityanarayanan, Damodaran, Karthik, Soylemezoglu, Ali C., Uhler, Caroline, Shivashankar, G. V.
Publicado 2017

Predicting cell lineages using autoencoders and optimal transport

por Yang, Karren Dai, Damodaran, Karthik, Venkatachalapathy, Saradha, Soylemezoglu, Ali C., Shivashankar, G. V., Uhler, Caroline
Publicado 2020

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

por Belyaeva, Anastasiya, Cammarata, Louis, Radhakrishnan, Adityanarayanan, Squires, Chandler, Yang, Karren Dai, Shivashankar, G. V., Uhler, Caroline
Publicado 2021

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

por Yang, Karren Dai, Belyaeva, Anastasiya, Venkatachalapathy, Saradha, Damodaran, Karthik, Katcoff, Abigail, Radhakrishnan, Adityanarayanan, Shivashankar, G. V., Uhler, Caroline
Publicado 2021

Cross-modal autoencoder framework learns holistic representations of cardiovascular state

por Radhakrishnan, Adityanarayanan, Friedman, Sam F., Khurshid, Shaan, Ng, Kenney, Batra, Puneet, Lubitz, Steven A., Philippakis, Anthony A., Uhler, Caroline
Publicado 2023