tag :: robustness bayesian

bookmarks (hide)1
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

1MIA-BayesBag-talk-2019
Bagged Posterior for Robust Inference
4 years ago by @kirk86
show all tags
approximate
bayesian
readings
robustness
slides
approximatebayesianreadingsrobustnessslides
(0)
copydelete
- community post
- history of this post

⟨⟨
⟨
1
⟩
⟩⟩

publications (hide)32
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...

3When are Non-Parametric Methods Robust?
R. Bhattacharjee, and K. Chaudhuri. (2020)cite arxiv:2003.06121Comment: under review for ICML 2020.
4 years ago by @kirk86
show all tags
bayesian
generative-models
non-parametric
readings
robustness
bayesiangenerative-modelsnon-parametricreadingsrobustness
(0)
copydeleteadd this publication to your clipboard
3Robust Bayesian Classification Using an Optimistic Score Ratio
V. Nguyen, N. Si, and J. Blanchet. (2020)cite arxiv:2007.04458.
4 years ago by @kirk86
show all tags
bayesian
readings
robustness
bayesianreadingsrobustness
(0)
copydeleteadd this publication to your clipboard
1Deterministic Variational Inference for Robust Bayesian Neural Networks
A. Wu, S. Nowozin, E. Meeds, R. Turner, J. Hernandez-Lobato, and A. Gaunt. International Conference on Learning Representations, (2019)
4 years ago by @kirk86
show all tags
bayesian
iclr2019
readings
robustness
variational
bayesianiclr2019readingsrobustnessvariational
(0)
copydeleteadd this publication to your clipboard
3Distributionally Robust Bayesian Quadrature Optimization
T. Nguyen, S. Gupta, H. Ha, S. Rana, and S. Venkatesh. (2020)cite arxiv:2001.06814Comment: AISTATS2020.
4 years ago by @kirk86
show all tags
bayesian
optimization
readings
robustness
bayesianoptimizationreadingsrobustness
(0)
copydeleteadd this publication to your clipboard
2Robustness Guarantees for Mode Estimation with an Application to Bandits
A. Pacchiano, H. Jiang, and M. Jordan. (2020)cite arxiv:2003.02932Comment: 12 pages, 7 figures, 14 appendix pages.
4 years ago by @kirk86
show all tags
bandits
bayesian
readings
robustness
banditsbayesianreadingsrobustness
(0)
copydeleteadd this publication to your clipboard
2Robust Learning of Fixed-Structure Bayesian Networks
Y. Cheng, I. Diakonikolas, D. Kane, and A. Stewart. (2016)cite arxiv:1606.07384.
4 years ago by @kirk86
show all tags
bayesian
robustness
bayesianrobustness
(0)
copydeleteadd this publication to your clipboard
3Robust Bayes Factor for Independent Two-Sample Comparisons under Imprecise Prior Information
L. Ebner, P. Schwaferts, and T. Augustin. Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, volume 103 of Proceedings of Machine Learning Research, page 167--174. Thagaste, Ghent, Belgium, PMLR, (03--06 Jul 2019)
4 years ago by @kirk86
show all tags
bayesian
readings
robustness
bayesianreadingsrobustness
(0)
copydeleteadd this publication to your clipboard
1Robust Bayesian inference via coarsening
J. Miller, and D. Dunson. (2015)cite arxiv:1506.06101.
4 years ago by @kirk86
show all tags
approximate
bayesian
readings
robustness
uncertainty
approximatebayesianreadingsrobustnessuncertainty
(0)
copydeleteadd this publication to your clipboard
1Using bagged posteriors for robust inference and model criticism
J. Huggins, and J. Miller. (2019)cite arxiv:1912.07104.
4 years ago by @kirk86
show all tags
bayesian
calibration
robustness
uncertainty
bayesiancalibrationrobustnessuncertainty
(0)
copydeleteadd this publication to your clipboard
2Soft robust solutions to possibilistic optimization problems
A. Kasperski, and P. Zielinski. (2019)cite arxiv:1912.01516.
4 years ago by @kirk86
show all tags
bayesian
optimization
probability
readings
robustness
bayesianoptimizationprobabilityreadingsrobustness
(0)
copydeleteadd this publication to your clipboard
1Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
V. Nguyen, S. Abadeh, M. Yue, D. Kuhn, and W. Wiesemann. (2019)
4 years ago by @kirk86
show all tags
bayesian
neurips2019
non-parametric
optimization
robustness
bayesianneurips2019non-parametricoptimizationrobustness
(0)
copydeleteadd this publication to your clipboard
3Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs
M. Petrik, and R. Russel. (2019)
4 years ago by @kirk86
show all tags
bayesian
neurips2019
robustness
bayesianneurips2019robustness
(0)
copydeleteadd this publication to your clipboard
2Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift
X. Li, S. Chen, X. Hu, and J. Yang. (2018)cite arxiv:1801.05134Comment: 9 pages, 7 figures.
5 years ago by @kirk86
show all tags
bayesian
readings
regularisation
robustness
uncertainty
bayesianreadingsregularisationrobustnessuncertainty
(0)
copydeleteadd this publication to your clipboard
4Evidential Deep Learning to Quantify Classification Uncertainty
M. Sensoy, L. Kaplan, and M. Kandemir. (2018)cite arxiv:1806.01768.
5 years ago by @kirk86
show all tags
adversarial
bayesian
robustness
uncertainty
adversarialbayesianrobustnessuncertainty
(0)
copydeleteadd this publication to your clipboard
2On the Usefulness of Imprecise Bayesianism in Chemical Kinetics
M. Fischer. (2019)
5 years ago by @kirk86
show all tags
bayesian
probability
robustness
stats
bayesianprobabilityrobustnessstats
(0)
copydeleteadd this publication to your clipboard
3Robust Bayes Factor for Independent Two-Sample Comparisons under Imprecise Prior Information
L. Ebner, P. Schwaferts, and T. Augustin. (2019)
5 years ago by @kirk86
show all tags
bayesian
probability
robustness
stats
bayesianprobabilityrobustnessstats
(0)
copydeleteadd this publication to your clipboard
1Qualitative Robustness in Bayesian Inference
H. Owhadi, and C. Scovel. (2014)cite arxiv:1411.3984.
5 years ago by @kirk86
show all tags
bayesian
probability
robustness
stats
bayesianprobabilityrobustnessstats
(0)
copydeleteadd this publication to your clipboard
1Linearization of Bayesian robustness problems
L. Wasserman, M. Lavine, and R. Wolpert. Journal of Statistical Planning and Inference, 37 (3): 307--316 (December 1993)
16 years ago by @smicha
show all tags
Bayesian
robustness
Bayesianrobustness
(0)
copydeleteadd this publication to your clipboard
1Sensitivity of some standard Bayesian estimates to prior uncertainty: a comparison
S. Sivaganesan. Journal of Statistical Planning and Inference, 27 (1): 85--103 (January 1991)
16 years ago by @smicha
show all tags
Bayesian
robustness
Bayesianrobustness
(0)
copydeleteadd this publication to your clipboard
1A likelihood based robust Bayesian summary
S. Sivaganesan. Statistics & Probability Letters, 43 (1): 5--12 (May 15, 1999)
16 years ago by @smicha
show all tags
Bayesian
robustness
Bayesianrobustness
(0)
copydeleteadd this publication to your clipboard

⟨⟨
⟨
1
2
⟩
⟩⟩

BibSonomy

bookmarks (hide)1
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

1MIA-BayesBag-talk-2019

publications (hide)32
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...

3When are Non-Parametric Methods Robust?

3Robust Bayesian Classification Using an Optimistic Score Ratio

1Deterministic Variational Inference for Robust Bayesian Neural Networks

3Distributionally Robust Bayesian Quadrature Optimization

2Robustness Guarantees for Mode Estimation with an Application to Bandits

2Robust Learning of Fixed-Structure Bayesian Networks

3Robust Bayes Factor for Independent Two-Sample Comparisons under Imprecise Prior Information

1Robust Bayesian inference via coarsening

1Using bagged posteriors for robust inference and model criticism

2Soft robust solutions to possibilistic optimization problems

1Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

3Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs

2Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift

4Evidential Deep Learning to Quantify Classification Uncertainty

2On the Usefulness of Imprecise Bayesianism in Chemical Kinetics

3Robust Bayes Factor for Independent Two-Sample Comparisons under Imprecise Prior Information

1Qualitative Robustness in Bayesian Inference

1Linearization of Bayesian robustness problems

1Sensitivity of some standard Bayesian estimates to prior uncertainty: a comparison

1A likelihood based robust Bayesian summary

browse

related tags

bookmarks (hide)1 displayallbookmarks onlybookmarks per page5102050100 sort byadded attitle RSSBibTeXXML

publications (hide)32 displayallpublications onlypublications per page5102050100 sort byadded attitleauthorpublication dateentry typehelp for advanced sorting... RSSBibTeXRDFmore...

browse

related tags

bookmarks (hide)1
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

publications (hide)32
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...