Oates, Chris. J.
- Stein's Method Meets Computational Statistics: A Review of Some Recent Developments
2021/05/07 by Andreas Anastasiou, Alessandro Barp, Anastasiou, Andreas +25 · 10 citations
Mathematics · #Random Matrices and Applications #Advanced Combinatorial Mathematics #Statistical Methods and Bayesian Inference
- Robust Generalised Bayesian Inference for Intractable Likelihoods
2021/04/15 by Takuo Matsubara, Jeremias Knoblauch, Matsubara, Takuo +5 · 9 citations
Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference
- Optimal Thinning of MCMC Output
2020/05/08 by Marina Riabiz, Riabiz, Marina, Wilson Chen +11 · 6 citations
Computer Science · Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistics Theory (math.ST) #Theoretical and Computational Physics
- Generalised Bayesian Inference for Discrete Intractable Likelihood
2022/06/16 by Takuo Matsubara, Matsubara, Takuo, Jeremias Knoblauch +5 · 6 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- A Riemann-Stein Kernel Method
2018/10/11 by Alessandro Barp, Chris J. Oates, Barp, Alessandro +5 · 3 citations
Engineering · Mathematics · #Advanced Numerical Analysis Techniques #FOS: Mathematics #Mathematical functions and polynomials #Numerical methods in inverse problems #Statistics Theory (math.ST)
- Probabilistic Integration: A Role in Statistical Computation?
2015/12/03 by Briol, François-Xavier, Oates, Chris. J., Girolami, Mark +2 · 3 citations
#Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Statistics Theory (math.ST)
- Semi-Exact Control Functionals From Sard's Method
2020/01/31 by South, Leah F., Karvonen, Toni, Nemeth, Chris +2 · 2 citations
#Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
- Probabilistic Models for Integration Error in the Assessment of\n Functional Cardiac Models
2016/06/22 by Chris J. Oates, Oates, Chris. J., Steven Niederer +7 · 2 citations
Computer Science · Decision Sciences · Mathematics · Medicine · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Hemodynamic Monitoring and Therapy #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistical Methods and Inference
- Prediction-Centric Uncertainty Quantification via MMD
2024/10/15 by Zheyang Shen, Jeremias Knoblauch, Shen, Zheyang +5 · 5 citations
Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Methodology (stat.ME)
- Stein Π-Importance Sampling
2023/05/17 by Congye Wang, Wang, Congye, Wilson Chen +5 · 2 citations
Mathematics · Physics and Astronomy · #Markov Chains and Monte Carlo Methods #Random Matrices and Applications #Theoretical and Computational Physics
- Sobolev Spaces, Kernels and Discrepancies over Hyperspheres
2022/11/16 by Simon Hubbert, Hubbert, Simon, Emilio Porcu +5 · 2 citations
Engineering · Mathematics · Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Numerical methods in engineering #Numerical methods in inverse problems
- Symmetry Exploits for Bayesian Cubature Methods
2018/09/26 by Karvonen, Toni, Särkkä, Simo, Oates, Chris. J. · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Numerical Analysis (math.NA)