44th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering , University of Auckland, Auckland, New Zealand
Workshop, Computing Bayesian Model Evidences Using Posterior Samples
Presented Work
Talks
44th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering , University of Auckland, Auckland, New Zealand
Conference talk, Bayesian model comparison with the learned harmonic mean for high-dimensional and complex posteriors
Centre for Data Intensive Science Conference , University College London, London, UK
Conference talk, Normalizing flows for machine learning assisted Bayesian model comparison
PHYSTAT - Statistics meets ML , Imperial College London, London, UK
Conference talk, Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
Cosmology Seminar , Beecroft Institute for Particle Astrophysics and Cosmology, University of Oxford, Oxford, UK
Seminar talk, Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
London Meeting on Computational Statistics , University College London, London, UK
Conference talk, Learned harmonic mean estimation of the marginal likelihood with normalizing flows
Cosmo21 , Chania, Greece
Conference talk, Learned harmonic mean with normalizing flows for Bayesian model comparison in cosmology
You can find the slides here.
Bayes Reading Group , Center for Computational Mathematics, Flatiron Institute, New York City, NY, USA
Seminar talk, Learned Harmonic Mean Estimation of the Marginal Likelihood with Normalizing Flows
Posters
ICLR Workshop on Artificial Intelligence and Partial Differential Equations , Rio de Janeiro, Brazil
Poster, Data-Efficient Neural Operator Training via Physics-Based Active Learning
Workshop at the 38th conference on Neural Information Processing Systems (NeurIPS) , Vancouver Convention Center in Vancouver, BC, Canada
Poster, Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows
ICML @ London Meetup , University College London, London, UK
Poster, Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
The 42nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering , Max Planck Institute for Plasma Physics, Garching, Germany
Poster, Learned harmonic mean estimation of the marginal likelihood with normalizing flows