Alexander Franks

According to our database, Alexander Franks authored at least 6 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Deconfounding Scores and Representation Learning for Causal Effect Estimation with Weak Overlap.

Oscar Clivio, Alexander D'Amour, Alexander Franks, David Bruns-Smith, Christopher C. Holmes, Avi Feller

CoRR, April, 2026

2025

Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding.

Jiajing Zheng, Alexander D'Amour, Alexander Franks

J. Mach. Learn. Res., 2025

2023

Learning Gaussian graphical models with latent confounders.

Ke Wang, Alexander Franks, Sang-Yun Oh

J. Multivar. Anal., 2023

2022

Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding.

Jiajing Zheng, Alexander D'Amour, Alexander Franks

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2019

DART-ID increases single-cell proteome coverage.

Albert Tian Chen, Alexander Franks, Nikolai Slavov

PLoS Comput. Biol., 2019

2017

Post-transcriptional regulation across human tissues.

Alexander Franks, Edoardo M. Airoldi, Nikolai Slavov

PLoS Comput. Biol., 2017