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Keyword

perfect sampling

Description: A method for generating exact samples from a target probability distribution, avoiding approximation or convergence burn-in.
OpenAlex ID: keywords/perfect-sampling
Perfect simulation and stationarity of a class of mobility models
2005 · J.-Y. Le Boudec, M. Vojnovic · 444
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Bayesian Adaptive Sampling for Variable Selection and Model Averaging
2010 · Merlise A. Clyde, Joyee Ghosh, et al. · Journal of Computational and Graphical Statistics · 246
Modeling changing dependency structure in multivariate time series
2007 · Xiang Xuan, Kevin Murphy · International Conference on Machine Learning · 217
Inference from Simulations and Monitoring Convergence
2011 · Andrew Gelman, Kenneth Shirley · Chapman & Hall/CRC eBooks · 171
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An interruptible algorithm for perfect sampling via Markov chains
1998 · James Allen Fill · The Annals of Applied Probability · 171
Generalized Accept-Reject sampling schemes
2004 · George Casella, Christian P. Robert, et al. · Lecture notes-monograph series · 161
Perfect sampling with unitary tensor networks
2012 · Andrew J. Ferris, Guifre Vidal · Physical Review B · 138
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The Random Trip Model: Stability, Stationary Regime, and Perfect Simulation
2006 · Jean-Yves Le Boudec, Milan Vojnovic · IEEE/ACM Transactions on Networking · 138
Perfect Simulations for Random Trip Mobility Models
2005 · S. PalChaudhuri, J.-Y. Le Boudec, et al. · Proceedings - Simulation Symposium/Proceedings of the ... annual Simulation Symposium · 106
Perfect simulation for interacting point processes, loss networks and Ising models
2002 · Pablo A. Ferrari, Roberto Fernández, et al. · Stochastic Processes and their Applications · 99
How to couple from the past using a read-once source of randomness
2000 · David Bruce Wilson · Random Structures and Algorithms · 95
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Nonstabilizerness via Perfect Pauli Sampling of Matrix Product States
2023 · Guglielmo Lami, Mario Collura · Physical Review Letters · 93
Perfect sampling using bounding chains
2004 · Mark Huber · The Annals of Applied Probability · 79
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Extension of Fill's perfect rejection sampling algorithm to general chains
2000 · James Allen Fill, Motoya Machida, et al. · Random Structures and Algorithms · 79
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Perfect Slice Samplers
2001 · A. Mira, J. Møller, et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 78
Coupling from the past: A user’s guide
1998 · James Propp, David Wilson · DIMACS series in discrete mathematics and theoretical computer science · 77
Autologistic models for binary data on a lattice
2011 · John Hughes, Murali Haran, et al. · Environmetrics · 73
Random Walks on Combinatorial Objects
1999 · Martin Dyer, Catherine Greenhill · Cambridge University Press eBooks · 68
Likelihood-Free MCMC
2011 · Scott A. Sisson, Yanan Fan · Chapman & Hall/CRC eBooks · 67
Exact sampling from anti‐monotone systems
1998 · O. Häggström, K. Nelander · Statistica Neerlandica · 62
The Influence of Stress System on the Behavior of Saturated Clays During Undrained Shear
1965 · Charles C. Ladd, Julius Varallyay · 55
Stochastic Monotonicity and Realizable Monotonicity
2001 · James Allen Fill, Motoya Machida · The Annals of Probability · 50
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Explaining the perfect sampler
2001 · Michael Lavine, Christian P. Robert, et al. · 49
Layered multishift coupling for use in perfect sampling algorithms (with a primer on CFTP)
2000 · David Wilson · 46
Fast perfect sampling from linear extensions
2006 · Mark Huber · Discrete Mathematics · 44
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Works count: 450
Citation count: 4,787
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