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No Free Lunch for Approximate MCMC

No Free Lunch for Approximate MCMC

J. Johndrow
Natesh S. Pillai
Aaron Smith
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Papers citing "No Free Lunch for Approximate MCMC"

7 / 7 papers shown
Title
Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent
Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent
Trevor Campbell
Tamara Broderick
59
137
0
05 Feb 2018
Convergence complexity analysis of Albert and Chib's algorithm for Bayesian probit regression
Convergence complexity analysis of Albert and Chib's algorithm for Bayesian probit regression
Qian Qin
J. Hobert
27
32
0
24 Dec 2017
Informed Sub-Sampling MCMC: Approximate Bayesian Inference for Large Datasets
Informed Sub-Sampling MCMC: Approximate Bayesian Inference for Large Datasets
Florian Maire
Nial Friel
Pierre Alquier
43
14
0
26 Jun 2017
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data
J. Bierkens
Paul Fearnhead
Gareth O. Roberts
67
232
0
11 Jul 2016
On Markov chain Monte Carlo methods for tall data
On Markov chain Monte Carlo methods for tall data
Rémi Bardenet
Arnaud Doucet
Chris Holmes
64
276
0
11 May 2015
Accelerating Asymptotically Exact MCMC for Computationally Intensive Models via Local Approximations
Accelerating Asymptotically Exact MCMC for Computationally Intensive Models via Local Approximations
Patrick R. Conrad
Youssef M. Marzouk
Natesh S. Pillai
Aaron Smith
52
116
0
07 Feb 2014
Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget
Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget
Anoop Korattikara
Yutian Chen
Max Welling
57
243
0
19 Apr 2013