Bayesian Nonparametric Inference: Dependence Structures and their Applications

Videos from BIRS Workshop 17w5060

, University of Texas at Austin
- 10:39
Bayesian nonparametric models for networks
Watch video | Download video: 201712040947-Williamson.mp4 (189M)
, University of Amsterdam
- 11:27
Bayesian inference about smooth functions on grahps
Watch video | Download video: 201712041042-vanZanten.mp4 (159M)
, University of Torino and Collegio Carlo Alberto
- 12:33
Asymptotic behavior of the number of distinct values in a sample from the geometric stick-breaking process
Watch video | Download video: 201712041151-DeBlasi.mp4 (160M)
, Columbia University
- 13:27
Convergence and concentration under symmetry constraints
Watch video | Download video: 201712041235-Orbanz.mp4 (198M)
, Duke University
- 15:49
Mixture modeling on related samples through psi-stick breaking and kernel perturbation.
Watch video | Download video: 201712041500-Ma.mp4 (201M)
, Texas A&M University
- 10:16
Statistical properties of variational inference
Watch video | Download video: 201712050930-Bhattacharya.mp4 (178M)
, Massachusetts Institute of Technology
- 11:05
Automated, Scalable Bayesian Inference with Theoretical Guarantees
Watch video | Download video: 201712051018-Campbell.mp4 (200M)
, Université Paris-Dauphine
- 12:16
Nonparametric concentration rates for network models
Watch video | Download video: 201712051132-Rousseau.mp4 (175M)
, University of Amsterdam
- 13:06
On the frequentist validity of Bayesian limits
Watch video | Download video: 201712051219-Klejin.mp4 (187M)
, University College London
- 16:46
Bayesian Nonparamteric Modelling of Recurrent Event Processes
Watch video | Download video: 201712051602-DeIorio.mp4 (169M)
, University of Kent
- 17:31
Dependent nonparametric modelling through compound random measures
Watch video | Download video: 201712061644-Griffin.mp4 (170M)
, Duke University
- 10:18
Quantile regression, extremes modeling
Watch video | Download video: 201712070931-Tokdar.mp4 (198M)
, University of California Santa Cruz
- 11:04
Dynamic ordinal regression modeling, with applications to estimating natural selection surfaces in population biology
Watch video | Download video: 201712071020-Kottas.mp4 (175M)
, Duke University
- 15:23
Bayesian subspace approximation via mixtures of spherelets
Watch video | Download video: 201712071432-Dunson.mp4 (235M)
, ITAM Mexico
- 16:04
Two unrelated topics: Polya trees and copulas
Watch video | Download video: 201712071524-Nieto-Barajas.mp4 (169M)
, Bocconi University
- 09:44
Vectors of dependent priors for partially exchangeable data
Watch video | Download video: 201712080900-Lijoi.mp4 (131M)
, University of Cambridge
- 10:32
Bayesian inference in the hierarchical Pitman-Yor model
Watch video | Download video: 201712080947-Bacallado.mp4 (197M)
, University of Torino and Collegio Carlo Alberto
- 12:03
Dependent processes for functional forecasting in virtual gas markets
Watch video | Download video: 201712081129-Ruggiero.mp4 (135M)
, ITAM
- 12:30
Predictive Portfolio Optimization under Expected-Shortfall Including Estimation Error
Watch video | Download video: 201712081200-Martinez-Ovando.mp4 (140M)