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A Non-Stationary Spatio-Temporal Covariance Model with Dynamic Advection Effects for Rainfall Data
Arxiv
0+阅读 · 6月23日
Bayesian Analysis Using a Constrained Mixture of Normal-Inverse-Gamma Models
Arxiv
0+阅读 · 6月22日
Synergizing Physically Constrained MCMC and Chemical-Informed Gaussian Processes for Reaction Network Discovery
Arxiv
0+阅读 · 6月22日
A Flat Connection: The Pooling Factor and the Geometry of Centring in Hierarchical MCMC
Arxiv
0+阅读 · 6月17日
Folded Transport MCMC: Eliminating Label Switching by Sampling on a Fundamental Domain
Arxiv
0+阅读 · 6月18日
Reinforcement Learning for Accelerated Aerodynamic Shape Optimisation
Arxiv
0+阅读 · 6月17日
AIA: A 16nm Multicore SoC for Approximate Inference Acceleration Exploiting Non-normalized Knuth-Yao Sampling and Inter-Core Register Sharing
Arxiv
0+阅读 · 6月15日
AIA: A Customized Multi-core RISC-V SoC for Discrete Sampling Workloads in 16 nm
Arxiv
0+阅读 · 6月15日
Mad Props: Parallelism in Markov Chain Monte Carlo Through the Lens of the Infinite Proposal Limit
Arxiv
0+阅读 · 5月21日
Delayed Acceptance Markov Chain Monte Carlo for Robust Bayesian Analysis
Arxiv
0+阅读 · 6月2日
Liesel: A Python Framework for Graph-Based Bayesian Modeling and Customizable MCMC with Support for Generalized Additive Models
Arxiv
0+阅读 · 6月4日
True Self-Avoiding Walk for Accelerating Markov-Chain Monte Carlo Integration
Arxiv
0+阅读 · 5月28日
Similarity-Driven Proposals for MCMC Algorithms on Discrete Spaces
Arxiv
0+阅读 · 5月20日
Folded Transport MCMC: Certifiable Quotient Posterior Computation for Symmetric Bayesian Models
Arxiv
0+阅读 · 6月3日
A Differentiable Bayesian Relaxation for Latent Partial-Order Inference
Arxiv
0+阅读 · 5月7日
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