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GPU-Parallelization of Markov Chain Pool Decoding with Unbiased MCMC
Arxiv
0+阅读 · 8月31日
HyperMC: Multi-Fidelity Hyperparameter Tuning for Stochastic Gradient MCMC
Arxiv
0+阅读 · 9月2日
Overcoming critical slowing down in frustrated spin systems by learned multiscale sampling
Arxiv
0+阅读 · 8月31日
When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting
Arxiv
0+阅读 · 9月1日
Scalable Bernoulli Factory MCMC for Intractable Marginalised Posteriors
Arxiv
0+阅读 · 8月29日
Exact Global MCMC with Denoising Diffusion
Arxiv
0+阅读 · 8月31日
On the approximation of posterior laws in compound loss models by conditional Wasserstein GANs
Arxiv
0+阅读 · 8月27日
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC
Arxiv
0+阅读 · 6月25日
Convergence fragility in probit Bayesian kernel machine regression implemented in the bkmr R package for binary-outcome environmental mixture analyses: a simulation study
Arxiv
0+阅读 · 7月2日
Geometry and factorization of multivariate Markov chains with applications to MCMC acceleration and approximate inference
Arxiv
0+阅读 · 7月24日
Adaptive Generalized Elliptical Slice Sampling
Arxiv
0+阅读 · 8月3日
AI4BayesCode: From Natural Language Descriptions to Validated Modular Stateful Bayesian Samplers
Arxiv
0+阅读 · 7月30日
Domain-Decomposition Neural Surrogates for Scalable Decentralized Ensemble Kalman Filter Based Parameter Identification in High-Dimensional Stochastic PDEs
Arxiv
0+阅读 · 7月27日
Mixing efficiency of trans-model Markov chain Monte Carlo algorithms with applications in Bayesian phylogenetics
Arxiv
0+阅读 · 7月8日
Variational Bayesian Sparse Negative Binomial Regression
Arxiv
0+阅读 · 7月21日
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