2

Approximate Fiducial Computation and Deep Fiducial Inference Gang Li* ([email protected]) and Jan Hannig Department of Statistics and Operations Research, UNC at Chapel Hill, NC 27599 Company or University Logo BACKGROUND METHODS SIMULATION Ⅰ SIMULATION Ⅱ CONCLUSIONS

Approximate Fiducial Computation and Deep Fiducial Inference

Download PDF Report

Upload
others
View
9
Download
0

Embed Size (px)

Citation preview

Page 1: Approximate Fiducial Computation and Deep Fiducial Inference

Approximate Fiducial Computation and Deep Fiducial InferenceGang Li* ([email protected]) and Jan Hannig

Department of Statistics and Operations Research, UNC at Chapel Hill, NC 27599

Company or University Logo

BACKGROUND METHODS SIMULATION Ⅰ SIMULATION Ⅱ

CONCLUSIONS

Page 2: Approximate Fiducial Computation and Deep Fiducial Inference

AFC and DFI Supplementary PosterGang Li* ([email protected]) and Jan Hannig

Department of Statistics and Operations Research, UNC at Chapel Hill, NC 27599

Company or University Logo

BACKGROUND METHODS RESULTS FUTURE WORK

REFERENCES

Approximate inference: Sampling methods

Approximate inference: Sampling methods

Documents

Saddlepoint approximations, likelihood asymptotics, and approximate conditional inference

Saddlepoint approximations, likelihood asymptotics, and approximate conditional inference

Documents

Latent Gaussian models: Approximate Bayesian inference (INLA)folk.ntnu.no/joeid/phdclass_30jan18.pdf · 2018. 1. 30. · Latent Gaussian models: Approximate Bayesian inference (INLA)

Latent Gaussian models: Approximate Bayesian inference (INLA)folk.ntnu.no/joeid/phdclass_30jan18.pdf · 2018. 1. 30. · Latent Gaussian models: Approximate Bayesian inference (INLA)

Documents

Approximate Inference

Approximate Inference

Documents

Approximate Inference for Wireless Communications - CORE · Approximate Inference for Wireless Communications MortenHansen KongensLyngby2009 IMM-PHD-2009-227. ... Der foresl˚as dermed

Approximate Inference for Wireless Communications - CORE · Approximate Inference for Wireless Communications MortenHansen KongensLyngby2009 IMM-PHD-2009-227. ... Der foresl˚as dermed

Documents

Approximate Bayesian Inference in Conditionally ... · Approximate Bayesian Inference in Conditionally Independent Hierarchical Models (Parametric Empirical Bayes Models) Author(s):

Approximate Bayesian Inference in Conditionally ... · Approximate Bayesian Inference in Conditionally Independent Hierarchical Models (Parametric Empirical Bayes Models) Author(s):

Documents

Approximate inference for vector parameters

Approximate inference for vector parameters

Documents

A family of algorithms for approximate Bayesian inference

A family of algorithms for approximate Bayesian inference

Documents

Two Applications of Approximate Inference by Sampling

Two Applications of Approximate Inference by Sampling

Documents

Approximate Bayesian inference for random effects meta

Approximate Bayesian inference for random effects meta

Documents

Approximate MRF Inference Using Bounded Treewidth Subgraphs

Approximate MRF Inference Using Bounded Treewidth Subgraphs

Documents

APPROXIMATE BAYESIAN PARAMETER INFERENCE FOR DYNAMICAL ...kt.ijs.si/SasoDzeroski/pdfs/2010/2010-Tanevskietal-MANU... · APPROXIMATE BAYESIAN PARAMETER INFERENCE FOR DYNAMICAL SYSTEMS

APPROXIMATE BAYESIAN PARAMETER INFERENCE FOR DYNAMICAL ...kt.ijs.si/SasoDzeroski/pdfs/2010/2010-Tanevskietal-MANU... · APPROXIMATE BAYESIAN PARAMETER INFERENCE FOR DYNAMICAL SYSTEMS

Documents

Perturbative Corrections for Approximate Inference …...Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models Manfred Opper OPPERM@CS.TU-BERLIN DE

Perturbative Corrections for Approximate Inference …...Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models Manfred Opper [email protected] DE

Documents

PGM 2002/3 – Tirgul6 Approximate Inference: Sampling

PGM 2002/3 – Tirgul6 Approximate Inference: Sampling

Documents

Approximate Inference in Graphical Models - SLIsli.ics.uci.edu/pmwiki/uploads/Group/forouzan_phd.pdf · Approximate Inference in Graphical Models DISSERTATION submitted in partial

Approximate Inference in Graphical Models - SLIsli.ics.uci.edu/pmwiki/uploads/Group/forouzan_phd.pdf · Approximate Inference in Graphical Models DISSERTATION submitted in partial

Documents

Fuzzy Inference Systems Fuzzy Logic and Approximate Reasoning

Fuzzy Inference Systems Fuzzy Logic and Approximate Reasoning

Documents

Approximate Inference and Side-chain Prediction

Approximate Inference and Side-chain Prediction

Documents

ALGORITHMS FOR APPROXIMATE BAYESIAN INFERENCE WITH

ALGORITHMS FOR APPROXIMATE BAYESIAN INFERENCE WITH

Documents

Global Approximate Inference

Global Approximate Inference

Documents

Approximate inference for the loss-calibrated Bayesianproceedings.mlr.press/v15/lacoste_julien11a/lacoste_julien11a.pdf · Approximate inference for the loss-calibrated Bayesian Simon

Approximate inference for the loss-calibrated Bayesianproceedings.mlr.press/v15/lacoste_julien11a/lacoste_julien11a.pdf · Approximate inference for the loss-calibrated Bayesian Simon

Documents

Approximate genealogical inference

Approximate genealogical inference

Documents

Lecture 14: Approximate Inference Sampling Methods · Lecture 14: Approximate Inference Sampling Methods Theo Rekatsinas 1. Approaches to inference 2 •Exact inference algorithms

Lecture 14: Approximate Inference Sampling Methods · Lecture 14: Approximate Inference Sampling Methods Theo Rekatsinas 1. Approaches to inference 2 •Exact inference algorithms

Documents

Global Approximate Inference Eran Segal Weizmann Institute

Global Approximate Inference Eran Segal Weizmann Institute

Documents

Approximate Inference, Structure Learning and Feature ... · Approximate Inference, Structure Learning and Feature Estimation in Markov Random Fields Pradeep Ravikumar August 2007

Approximate Inference, Structure Learning and Feature ... · Approximate Inference, Structure Learning and Feature Estimation in Markov Random Fields Pradeep Ravikumar August 2007

Documents

1 Approximate Inference 2: Monte Carlo Markov Chain

1 Approximate Inference 2: Monte Carlo Markov Chain

Documents

Approximate Inference for Fully Bayesian Gaussian Process

Approximate Inference for Fully Bayesian Gaussian Process

Documents

fiducial id 0 fiducial id 1 fiducial id 2 - reacTIVisionreactivision.sourceforge.net/data/fiducials.pdf · fiducial id 204 fiducial id 205 fiducial id 206 fiducial id 207 fiducial

fiducial id 0 fiducial id 1 fiducial id 2 - reacTIVisionreactivision.sourceforge.net/data/fiducials.pdf · fiducial id 204 fiducial id 205 fiducial id 206 fiducial id 207 fiducial

Documents

Stochastic Gradient Descent as Approximate Bayesian Inferencejmlr.csail.mit.edu/papers/volume18/17-214/17-214.pdf · Keywords: approximate Bayesian inference, variational inference,

Stochastic Gradient Descent as Approximate Bayesian Inferencejmlr.csail.mit.edu/papers/volume18/17-214/17-214.pdf · Keywords: approximate Bayesian inference, variational inference,

Documents

Chapter 2 Graphical models and approximate posterior inference

Chapter 2 Graphical models and approximate posterior inference

Documents

Variational Algorithms for Approximate Bayesian Inference

Variational Algorithms for Approximate Bayesian Inference

Documents