Validating and Expanding Approximate Bayesian Computation Methods

Videos from BIRS Workshop 17w5025

, Lancaster University
- 10:20
Convergence/validation of ABC
Watch video | Download video: 201702200910-Fearnhead.mp4 (232M)
, University of Warwick
- 11:42
ABC MCMC: a survey of theoretical results
Watch video | Download video: 201702201059-Lee.mp4 (132M)
, University of Edinburgh
- 15:19
Modelling the Model for Approximate Bayesian Computation
Watch video | Download video: 201702201409-Gutmann.mp4 (255M)
, Universite de Montpellier
- 16:41
Approximate Bayesian Computation using Random Forests
Watch video | Download video: 201702201535-Marin.mp4 (224M)
, University of Edinburgh
- 17:24
Inference in differentiable generative models
Watch video | Download video: 201702201643-Graham.mp4 (122M)
, University of Helskinki
- 10:11
ABC coming of age
Watch video | Download video: 201702210902-Corander.mp4 (269M)
, University of Oxford
- 10:54
Some ABC methods in epidemiology & astronomy
Watch video | Download video: 201702211013-Cameron.mp4 (110M)
, Université Paris-Dauphine
- 12:16
Discussion on convergence
Watch video | Download video: 201702211119-Rousseau.mp4 (177M)
, Monash University
- 16:43
ABC and model assessment
Watch video | Download video: 201702211533-Frazier.mp4 (200M)
, Monash University
- 10:09
Dynamic (parameter-driven) models and ABC
Watch video | Download video: 201702220904-Martin.mp4 (195M)
, La Sapienza Univesità di Roma
- 10:52
Semi-parametric models with copula methods
Watch video | Download video: 201702221011-Grazian.mp4 (142M)
, Harvard University
- 11:45
Inference in generative models using the Wasserstein distance
Watch video | Download video: 201702221104-Jacob.mp4 (128M)
, MIT
- 12:30
Probabilistic Programming Highlights
Watch video | Download video: 201702221148-Mansinghka.mp4 (131M)
, New York University
- 09:44
Likelihood Free
Watch video | Download video: 201702230904-Cranmer.mp4 (135M)
, University of Southern California
- 10:26
Likelihood-free MCMC for ECDs
Watch video | Download video: 201702230956-Muchmore.mp4 (117M)
, Aalto University
- 11:03
ELFI and inferring cognitive models from data
Watch video | Download video: 201702231033-Kaski.mp4 (88M)
, EDHEC Lille
- 12:16
Discussion on dynamic models
Watch video | Download video: 201702231106-Czellar.mp4 (238M)
, University of Newcastle
- 16:08
A rare event approach to high dimensional ABC
Watch video | Download video: 201702231535-Prangle.mp4 (113M)
, Massachusetts Institute of Technology
- 16:38
Inference in "Likelihood-Free" Bayesian Networks
Watch video | Download video: 201702231609-Cusumano-Towner.mp4 (96M)
, University of New South Wales
- 17:18
ABC in "high" dimensions
Watch video | Download video: 201702231639-Sisson.mp4 (152M)