3 papers
stat.ML2026
Dynamic Treatment on Networks
Bengusu Nar, Jiguang Li, Veronika Ročková +1
In networks, effective dynamic treatment allocation requires deciding both whom to treat and also when, so as to amplify policy impact through spillovers. An early intervention at…
math.ST2026
Horseshoe Predictive Inference
Percy S. Zhai, Veronika Ročková
Predictive inference in the sparse Gaussian sequence model has received considerably less attention than its non-sparse, finite-sample counterpart. Existing work has largely been c…
stat.ME2025
Generative Regression with IQ-BART
Sean O'Hagan, Veronika Ročková
Implicit Quantile BART (IQ-BART) posits a non-parametric Bayesian model on the conditional quantile function, acting as a model over a conditional model for given . One of t…