Qualitative Robustness in Bayesian Inference

14 November 2014

Papers citing "Qualitative Robustness in Bayesian Inference"

17 / 17 papers shown

Title
Optimization-based frequentist confidence intervals for functionals in constrained inverse problems: Resolving the Burrus conjecture Pau Batlle Pratik Patil Michael Stanley H. Owhadi Mikael Kuusela 13 0 0 03 Oct 2023
Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball Hamed Hamze Bajgiran P. Franch H. Owhadi Mostafa Samir C. Scovel Mahdy Shirdel Michael Stanley P. Tavallali 15 7 0 24 Aug 2021
Decision Theoretic Bootstrapping P. Tavallali Hamed Hamze Bajgiran Danial Esaid H. Owhadi 11 0 0 18 Mar 2021
Do ideas have shape? Idea registration as the continuous limit of artificial neural networks H. Owhadi 82 14 0 10 Aug 2020
Learning dynamical systems from data: a simple cross-validation perspective B. Hamzi H. Owhadi 8 39 0 09 Jul 2020
More Data Can Expand the Generalization Gap Between Adversarially Robust and Standard Models Lin Chen Yifei Min Mingrui Zhang Amin Karbasi OOD 30 64 0 11 Feb 2020
Kernel Flows: from learning kernels from data into the abyss H. Owhadi G. Yoo 18 88 0 13 Aug 2018
Random forward models and log-likelihoods in Bayesian inverse problems H. Lie T. Sullivan A. Teckentrup 19 19 0 15 Dec 2017
General Robust Bayes Pseudo-Posterior: Exponential Convergence results with Applications A. Ghosh Tuhin Majumder A. Basu 15 8 0 31 Aug 2017
Gamblets for opening the complexity-bottleneck of implicit schemes for hyperbolic and parabolic ODEs/PDEs with rough coefficients H. Owhadi Lei Zhang AI4CE 13 69 0 24 Jun 2016
Well-posed Bayesian inverse problems and heavy-tailed stable quasi-Banach space priors T. Sullivan 12 41 0 19 May 2016
Towards Machine Wald H. Owhadi C. Scovel TPM 20 42 0 10 Aug 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015
Gaussian Approximation of General Nonparametric Posterior Distributions Zuofeng Shang Guang Cheng 31 4 0 13 Nov 2014
Bayesian Numerical Homogenization H. Owhadi 28 234 0 25 Jun 2014
On the Brittleness of Bayesian Inference H. Owhadi C. Scovel T. Sullivan 31 68 0 28 Aug 2013
Brittleness of Bayesian Inference Under Finite Information in a Continuous World H. Owhadi C. Scovel T. Sullivan 48 58 0 24 Apr 2013