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2011.14279
Cited By

Bayesian Bootstrap Spike-and-Slab LASSO

v1v2 (latest)

Bayesian Bootstrap Spike-and-Slab LASSO

Journal of the American Statistical Association (JASA), 2020

29 November 2020

Veronika Rockova

ArXiv (abs)PDF HTML

Papers citing "Bayesian Bootstrap Spike-and-Slab LASSO"

14 / 14 papers shown

AI-Powered Bayesian Inference

AI-Powered Bayesian Inference

Veronika Rockova

725

3

0

26 Feb 2025

Provably Efficient Posterior Sampling for Sparse Linear Regression via
Measure Decomposition

Provably Efficient Posterior Sampling for Sparse Linear Regression via Measure Decomposition

Andrea Montanari

Yuchen Wu

298

6

0

27 Jun 2024

BOB: Bayesian Optimized Bootstrap for Uncertainty Quantification in
Gaussian Mixture Models

BOB: Bayesian Optimized Bootstrap for Uncertainty Quantification in Gaussian Mixture Models

349

0

0

07 Nov 2023

Adaptive Bayesian Predictive Inference in High-dimensional Regerssion

Adaptive Bayesian Predictive Inference in High-dimensional Regerssion

Veronika Rockova

424

0

0

05 Sep 2023

Comparison of Single- and Multi- Objective Optimization Quality for
Evolutionary Equation Discovery

Comparison of Single- and Multi- Objective Optimization Quality for Evolutionary Equation Discovery

231

1

0

29 Jun 2023

Bayesian Analysis for Over-parameterized Linear Model via Effective Spectra

Bayesian Analysis for Over-parameterized Linear Model via Effective Spectra

Tomoya Wakayama

Masaaki Imaizumi

476

1

0

25 May 2023

Convergence of uncertainty estimates in Ensemble and Bayesian sparse
model discovery

Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery

Liyao (Mars) Gao

Steven L. Brunton

325

23

0

30 Jan 2023

Posterior contraction and uncertainty quantification for the
multivariate spike-and-slab LASSO

Posterior contraction and uncertainty quantification for the multivariate spike-and-slab LASSOJournal of Multivariate Analysis (J. Multivar. Anal.), 2022

Sameer K. Deshpande

219

1

0

09 Sep 2022

Deep Bootstrap for Bayesian Inference

Deep Bootstrap for Bayesian Inference

Veronika Rockova

351

8

0

30 May 2022

Asymptotics of cut distributions and robust modular inference using
Posterior Bootstrap

Asymptotics of cut distributions and robust modular inference using Posterior Bootstrap

Pierre E. Jacob

265

16

0

21 Oct 2021

Centroid Approximation for Bootstrap: Improving Particle Quality at
Inference

Centroid Approximation for Bootstrap: Improving Particle Quality at Inference

239

1

0

17 Oct 2021

Nonparametric posterior learning for emission tomography with multimodal
data

Nonparametric posterior learning for emission tomography with multimodal data

301

0

0

29 Jul 2021

Martingale posterior distributions

Martingale posterior distributions

Chris Holmes

473

86

0

29 Mar 2021

Introducing prior information in Weighted Likelihood Bootstrap with
applications to model misspecification

Introducing prior information in Weighted Likelihood Bootstrap with applications to model misspecification

309

11

0

26 Mar 2021

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