Leah F. South

1. Nested sampling for physical scientists
   2022/05/26 by Greg Ashton, G. Ashton, Noam Bernstein +30 · 1 voice · 10 citations
   Computer Science · Mathematics · Physics and Astronomy · #Cosmology and Gravitation Theories #Gaussian Processes and Bayesian Inference #Statistical Mechanics and Entropy #astro-ph.CO #astro-ph.IM #cond-mat.mtrl-sci #hep-ph #stat.CO
2. Unbiased and Consistent Nested Sampling via Sequential Monte Carlo
   2018/05/10 by Robert Salomone, Salomone, Robert, Leah F. South +8 · 4 voices · 3 citations
   Mathematics · #stat.CO
3. Efficient and Generalizable Tuning Strategies for Stochastic Gradient MCMC
   2021/05/27 by Jeremie Coullon, Leah F. South, Coullon, Jeremie +3 · 1 citation
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Computation (stat.CO) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Methodology (stat.ME)
4. Adaptively switching between a particle marginal Metropolis-Hastings and a particle Gibbs kernel in SMC²
   2023/07/21 by Imke Botha, Botha, Imke, Robert Kohn +5 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference
5. Control Variates for MCMC
   2024/02/12 by Leah F. South, Matt Sutton, South, Leah +1 · 1 citation
   Engineering · #Advanced Control Systems Optimization #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
6. Regularized Zero-Variance Control Variates
   2018/11/13 by Leah F. South, Chris J. Oates, South, Leah F. +5 · 1 citation
   Mathematics · #Advanced Statistical Methods and Models #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference