Alexander P. Wu

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Observational Data

Association Studies

Causal Inference

Directed Acyclic Graph

Top Venues

Trans. Mach. Learn. Res.

Publications

Alexander P. Wu, Thomas Markovich, Bonnie Berger, Nils Yannick Hammerla, Rohit Singh
Causally-guided Regularization of Graph Attention Improves Generalizability. Trans. Mach. Learn. Res. 2023 (2023)
Alexander P. Wu, Thomas Markovich, Bonnie Berger, Nils Hammerla, Rohit Singh
Causally-guided Regularization of Graph Attention Improves Generalizability. CoRR (2022)
Rohit Singh, Alexander P. Wu, Bonnie Berger
Granger causal inference on DAGs identifies genomic loci regulating transcription. CoRR (2022)
Alexander P. Wu, Rohit Singh, Bonnie Berger
Granger causal inference on DAGs identifies genomic loci regulating transcription. ICLR (2022)
Alexander P. Wu, Jian Peng, Bonnie Berger, Hyunghoon Cho
Bayesian information sharing enhances detection of regulatory associations in rare cell types. Bioinform. 37 (Supplement) (2021)