Veronika Ročková
9 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (9) 🗺️ Taxonomy Completionist (10)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
🏆
Keyword Champion
(3)
🔥
Unstoppable
(5)
Conferences
AISTATS (4)
JMLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
bayesian additive regression tree
(3)
posterior distribution
(3)
bayesian inference
(2)
posterior concentration
(2)
uncertainty quantification
(2)
bernstein-von mises theorem
(2)
bayesian forest
(2)
model uncertainty
(1)
kullback-leibler divergence
(1)
nonparametric regression
(1)
non-parametric regression
(1)
spike and slab
(1)
bayesian variable selection
(1)
determinantal point process
(1)
approximate bayesian computation
(1)
posterior contraction
(1)
stock volatility estimation
(1)
anisotropic smoothness
(1)
kernel methods
(1)
deep relu network
(1)
Papers
Deep Generative Quantile Bayes
AISTATS 2025
The Art of BART: Minimax Optimality over Nonhomogeneous Smoothness in High Dimension
JMLR 2023
Approximate Bayesian Computation via Classification
JMLR 2022
Uncertainty Quantification for Sparse Deep Learning
AISTATS 2020
On Semi-parametric Inference for BART
ICML 2020
On Theory for BART
AISTATS 2019
Posterior Concentration for Sparse Deep Learning
NIPS 2018
Bayesian Dyadic Trees and Histograms for Regression
NIPS 2017
Determinantal Regularization for Ensemble Variable Selection
AISTATS 2016