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Guilherme S. Rodrigues
Assistant Professor, Department of Statistics, Universidade de Brasília
Joined
September 2024
Names
Guilherme S. Rodrigues
(Preferred)
,
Guilherme Souza Rodrigues
,
G. S. Rodrigues
Emails
****@unb.br
(Confirmed)
,
****@yahoo.com.br
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Assistant Professor
Department of Statistics,
Universidade de Brasília
(unb.br)
2017
–
Present
PhD student
School of Mathematics and Statistics,
University of New South Wales
(unsw.edu.au)
2013
–
2017
MS student
Department of Statistics,
Universidade de Brasília
(unb.br)
2009
–
2012
Undergrad student
Department of Statistics,
Universidade de Brasília
(unb.br)
2003
–
2007
Advisors, Relations & Conflicts
PhD Advisor
Scott A Sisson
2013
–
2017
Expertise
Probabilistic model recalibration and deep learning
2020
–
Present
Approximate Bayesian Computation
2013
–
2018
Bayesian Dynamic models
2010
–
2013
Publications
Positional Encoder Graph Quantile Neural Networks for Geographic Data
William E. R. de Amorim
,
Scott A Sisson
,
Thais Carvalho Valadares Rodrigues
,
David J Nott
,
Guilherme S. Rodrigues
Accepted by TMLR
Readers:
Everyone
Positional Encoder Graph Quantile Neural Networks for Geographic Data
William E. R. de Amorim
,
Scott A Sisson
,
Thais Carvalho Valadares Rodrigues
,
David J Nott
,
Guilherme S. Rodrigues
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Model-Free Local Recalibration of Neural Networks
R. Torres
,
David J. Nott
,
Scott A. Sisson
,
T. Rodrigues
,
J. G. Reis
,
G. S. Rodrigues
CoRR 2024
Readers:
Everyone
Positional Encoder Graph Quantile Neural Networks for Geographic Data
William E. R. de Amorim
,
Scott A. Sisson
,
T. Rodrigues
,
David J. Nott
,
Guilherme S. Rodrigues
CoRR 2024
Readers:
Everyone
A Probabilistically-Oriented Analysis of the Performance of ASR Systems for Brazilian Radios and TVs
Diego Marques de Azevedo
,
Guilherme Souza Rodrigues
,
Marcelo Ladeira
BRACIS (2) 2022
Readers:
Everyone
Likelihood-free approximate Gibbs sampling
G. S. Rodrigues
,
David J. Nott
,
Scott A. Sisson
Published: 01 Jan 2020, Last Modified: 10 May 2023
Stat. Comput. 2020
Readers:
Everyone
Recalibration: A post-processing method for approximate Bayesian computation
G. S. Rodrigues
,
Dennis Prangle
,
Scott A. Sisson
Comput. Stat. Data Anal. 2018
Readers:
Everyone
Functional regression approximate Bayesian computation for Gaussian process density estimation
G. S. Rodrigues
,
David J. Nott
,
Scott A. Sisson
Published: 01 Jan 2016, Last Modified: 10 May 2023
Comput. Stat. Data Anal. 2016
Readers:
Everyone
Bayesian Dynamic Dirichlet Models
Cibele Queiroz da-Silva
,
Guilherme Souza Rodrigues
Commun. Stat. Simul. Comput. 2015
Readers:
Everyone
Co-Authors
Cibele Queiroz da-Silva
David J Nott
David J. Nott
Dennis Prangle
Diego Marques de Azevedo
J. G. Reis
Marcelo Ladeira
R. Torres
Scott A Sisson
Scott A. Sisson
T. Rodrigues
Thais Carvalho Valadares Rodrigues
William E. R. de Amorim