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Asymptotic Consistency of $α-$Rényi-Approximate Posteriors
v1v2v3 (latest)

Asymptotic Consistency of α−α-α−Rényi-Approximate Posteriors

5 February 2019
Prateek Jaiswal
Vinayak A. Rao
Harsha Honnappa
ArXiv (abs)PDFHTML

Papers citing "Asymptotic Consistency of $α-$Rényi-Approximate Posteriors"

10 / 10 papers shown
Statistical and Computational Trade-offs in Variational Inference: A
  Case Study in Inferential Model Selection
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
Kush S. Bhatia
Nikki Lijing Kuang
Yi-An Ma
Yixin Wang
252
8
0
22 Jul 2022
User-friendly introduction to PAC-Bayes bounds
User-friendly introduction to PAC-Bayes bounds
Pierre Alquier
FedML
719
272
0
21 Oct 2021
Bayesian Joint Chance Constrained Optimization: Approximations and
  Statistical Consistency
Bayesian Joint Chance Constrained Optimization: Approximations and Statistical Consistency
Prateek Jaiswal
Harsha Honnappa
Vinayak A. Rao
226
3
0
23 Jun 2021
The computational asymptotics of Gaussian variational inference and the
  Laplace approximation
The computational asymptotics of Gaussian variational inference and the Laplace approximationStatistics and computing (Stat Comput), 2021
Zuheng Xu
Trevor Campbell
444
9
0
13 Apr 2021
PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models
PAC-Bayes Bounds on Variational Tempered Posteriors for Markov ModelsEntropy (Entropy), 2021
Imon Banerjee
Vinayak A. Rao
Harsha Honnappa
267
13
0
13 Jan 2021
Asymptotic Consistency of Loss-Calibrated Variational Bayes
Asymptotic Consistency of Loss-Calibrated Variational Bayes
Prateek Jaiswal
Harsha Honnappa
Vinayak A. Rao
253
5
0
04 Nov 2019
Convergence Rates of Variational Inference in Sparse Deep Learning
Convergence Rates of Variational Inference in Sparse Deep LearningInternational Conference on Machine Learning (ICML), 2019
Badr-Eddine Chérief-Abdellatif
BDL
438
43
0
09 Aug 2019
Variational Bayes under Model Misspecification
Variational Bayes under Model MisspecificationNeural Information Processing Systems (NeurIPS), 2019
Yixin Wang
David M. Blei
257
52
0
26 May 2019
A Generalization Bound for Online Variational Inference
A Generalization Bound for Online Variational Inference
Badr-Eddine Chérief-Abdellatif
Pierre Alquier
Mohammad Emtiyaz Khan
BDL
238
28
0
08 Apr 2019
On the Statistical Consistency of Risk-Sensitive Bayesian
  Decision-Making
On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making
Prateek Jaiswal
Harsha Honnappa
Vinayak A. Rao
309
3
0
12 Mar 2019
1
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