Carpenter, Bob
- Bayesian Workflow
2020/11/03 by Andrew Gelman, Aki Vehtari, Gelman, Andrew +18 · 5 voices · 31 citations
Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Scientific Computing and Data Management #Data Quality and Management
- Pathfinder: Parallel quasi-Newton variational inference
2021/08/09 by Lu Zhang, Bob Carpenter, Zhang, Lu +5 · 7 citations
Computer Science · Decision Sciences · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design #Statistical Methods and Inference
- posteriordb: Testing, Benchmarking and Developing Bayesian Inference Algorithms
2024/07/06 by Måns Magnusson, Magnusson, Måns, Jakob Torgander +9 · 8 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning and Data Classification
- The Stan Math Library: Reverse-Mode Automatic Differentiation in C++
2015/09/23 by Bob Carpenter, Matthew D. Hoffman, Carpenter, Bob +9 · 3 citations
Computer Science · Decision Sciences · Mathematics · #F.2.1 #FOS: Computer and information sciences #G.1.0 #G.1.3 #G.1.4 #Markov Chains and Monte Carlo Methods #Mathematical Software (cs.MS) #Numerical Methods and Algorithms #Simulation Techniques and Applications
- The No-Underrun Sampler: A Locally-Adaptive, Gradient-Free MCMC Method
2025/01/30 by Nawaf Bou‐Rabee, Nawaf Bou-Rabee, Bob Carpenter +6 · 2 voices · 1 citation
Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Medical Imaging Techniques and Applications #math.PR #math.ST #stat.ME
- GIST: Gibbs self-tuning for locally adaptive Hamiltonian Monte Carlo
2024/04/23 by Bou-Rabee, Nawaf, Carpenter, Bob, Marsden, Milo · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Sampling From Multiscale Densities With Delayed Rejection Generalized Hamiltonian Monte Carlo
2024/06/04 by Gilad Turok, Turok, Gilad, Chirag Modi +3 · 1 citation
Mathematics · Computer Science · Engineering · #Markov Chains and Monte Carlo Methods #Advanced Mathematical Modeling in Engineering #Hydrocarbon exploration and reservoir analysis
- The Within-Orbit Adaptive Leapfrog No-U-Turn Sampler
2025/06/23 by Nawaf Bou-Rabee, Bob Carpenter, Bou-Rabee, Nawaf +5 · 2 voices · 1 citation
#stat.CO #math.PR #stat.ML