Veronika Rocková

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Incomplete Data

Variable Selection

Dirichlet Process Mixture

Top Venues

J. Comput. Graph. Stat.

Publications

Sean O'Hagan, Jungeum Kim, Veronika Rocková
Tree Bandits for Generative Bayes. CoRR (2024)
Wei Jiang, Malgorzata Bogdan, Julie Josse, Szymon Majewski, Blazej Miasojedow, Veronika Rocková
Adaptive Bayesian SLOPE: Model Selection With Incomplete Data. J. Comput. Graph. Stat. 31 (1) (2022)
Yuexi Wang, Tetsuya Kaji, Veronika Rocková
Approximate Bayesian Computation via Classification. J. Mach. Learn. Res. 23 (2022)
Yuexi Wang, Veronika Rocková
Uncertainty Quantification for Sparse Deep Learning. AISTATS (2020)
Yi Liu, Veronika Rocková
Variable Selection via Thompson Sampling. CoRR (2020)
Edward I. George, Veronika Rocková
Comment: Regularization via Bayesian Penalty Mixing. Technometrics 62 (4) (2020)
Veronika Rocková
On Semi-parametric Inference for BART. ICML (2020)
Veronika Rocková, Enakshi Saha
On Theory for BART. AISTATS (2019)
Nicholas Polson, Veronika Rocková
Posterior Concentration for Sparse Deep Learning. CoRR (2018)
Veronika Rocková, Enakshi Saha
On Theory for BART. CoRR (2018)
Veronika Rocková, Nicholas Polson
Posterior Concentration for Sparse Deep Learning. NeurIPS (2018)
Stéphanie van der Pas, Veronika Rocková
Bayesian Dyadic Trees and Histograms for Regression. NIPS (2017)
Veronika Rocková, Gemma E. Moran, Edward I. George
Determinantal Regularization for Ensemble Variable Selection. AISTATS (2016)