Adaptation of the Tuning Parameter in General Bayesian Inference with Robust Divergence

13 June 2021

Papers citing "Adaptation of the Tuning Parameter in General Bayesian Inference with Robust Divergence"

17 / 17 papers shown

Title
Robust Generalised Bayesian Inference for Intractable Likelihoods Takuo Matsubara Jeremias Knoblauch François‐Xavier Briol Chris J. Oates UQCV 46 79 0 15 Apr 2021
An invitation to sequential Monte Carlo samplers Chenguang Dai J. Heng Pierre E. Jacob N. Whiteley 85 66 0 23 Jul 2020
Generalized Bayesian Filtering via Sequential Monte Carlo Ayman Boustati Ömer Deniz Akyildiz Theodoros Damoulas A. M. Johansen 44 4 0 23 Feb 2020
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy Badr-Eddine Chérief-Abdellatif Pierre Alquier 123 74 0 29 Sep 2019
On the marginal likelihood and cross-validation Edwin Fong Chris Holmes UQCV 92 110 0 21 May 2019
On the Convergence of Adam and Beyond Sashank J. Reddi Satyen Kale Surinder Kumar 69 2,482 0 19 Apr 2019
Generalized Variational Inference: Three arguments for deriving new Posteriors Jeremias Knoblauch Jack Jewson Theodoros Damoulas DRL BDL 66 106 0 03 Apr 2019
Unbiased Smoothing using Particle Independent Metropolis-Hastings Lawrence Middleton George Deligiannidis Arnaud Doucet Pierre E. Jacob 39 21 0 05 Feb 2019
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with $β$ -Divergences Jeremias Knoblauch Jack Jewson Theodoros Damoulas 42 58 0 06 Jun 2018
Principles of Bayesian Inference using General Divergence Criteria Jack Jewson Jim Q. Smith Chris Holmes 40 88 0 26 Feb 2018
On Hölder projective divergences Frank Nielsen Ke Sun Stéphane Marchand-Maillet 36 24 0 14 Jan 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Bayesian Model Selection Based on Proper Scoring Rules Philip Dawid M. Musio 35 58 0 18 Sep 2014
Minimum scoring rule inference A. Dawid M. Musio L. Ventura 56 67 0 16 Mar 2014
On the Convergence of Adaptive Sequential Monte Carlo Methods A. Beskos Ajay Jasra N. Kantas Alexandre Hoang Thiery 68 93 0 27 Jun 2013
A General Framework for Updating Belief Distributions Pier Giovanni Bissiri Chris Holmes S. Walker 152 472 0 27 Jun 2013
Monte Carlo maximum likelihood estimation for discretely observed diffusion processes A. Beskos O. Papaspiliopoulos Gareth O. Roberts 79 85 0 02 Mar 2009