Watson
Bounding causal effects with leaky instruments. CRAN package.
Watson et al.
Explaining predictive uncertainty with information theoretic Shapley values. GitHub repo.
Silva & Watson
Intervention generalization: A view from factor graph models. GitHub repo.
Wright et al.
Adversarial random forests. CRAN package.
Watson
Causal discovery under a confounder blanket. CRAN package.
Gultchin et al.
Local explanations via necessity and sufficiency: Unifying theory and practice. GitHub repo.
Watson & Wright
Testing conditional independence in supervised learning algorithms. CRAN package.
Gultchin et al.
Operationalizing complex causes: A pragmatic view of mediation. GitHub repo.
Kinney & Watson
Causal feature learning for utility-maximizing agents. GitHub repo.
John & Watson
M3C: Monte Carlo reference based consensus clustering. Bioconductor package.
John & Watson
Spectrum: Fast adaptive spectral clustering for single and multi-view data. CRAN package.
Watson & Tansey
False discovery rate smoothing. GitHub repo.