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Andres R Masegosa
Joined
August 2018
Names
Andres R Masegosa
(Preferred)
,
Andres Masegosa
,
Andrés R. Masegosa
Emails
****@ual.es
(Confirmed)
,
****@ual.es
(Confirmed)
,
****@cs.aau.dk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Associate Professor
Computer Science,
Aalborg University, Aalborg University
(cs.aau.dk)
2021
–
2025
Advisors, Relations & Conflicts
Coauthor
Melih Kandemir
Present
Coauthor
Yi-Shan Wu
2021
–
2021
Coauthor
Yevgeny Seldin
2019
–
2021
Coauthor
Christian Igel
2019
–
2021
Coauthor
Stephan Lorentzen
2019
–
2021
Coauthor
Antonio Salmeron
2014
–
2020
Coauthor
Thomas D. Nielsen
2014
–
2020
Coauthor
Shinichi Nakayima
2017
–
2018
PhD Advisor
Serafin Moral
2004
–
2009
Expertise
Probabilistic Graphical Models
Present
Variational Inference
Present
Bayesian Deep Leanring
Present
Bayesian Methods
Present
PAC-Bayesian Bounds
Present
Deep Learning Theory
Present
Publications
A Reparameterization of Mixtures of Truncated Basis Functions and its Applications
Antonio Salmerón
,
Helge Langseth
,
Andrés R. Masegosa
,
Thomas D. Nielsen
2022 (modified: 27 Feb 2023)
PGM 2022
Readers:
Everyone
Diversity and Generalization in Neural Network Ensembles
Luis A. Ortega
,
Rafael Cabañas
,
Andrés R. Masegosa
Published: 01 Jan 2022, Last Modified: 12 May 2023
AISTATS 2022
Readers:
Everyone
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
Yi-Shan Wu
,
Andres R Masegosa
,
Stephan Sloth Lorenzen
,
Christian Igel
,
Yevgeny Seldin
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
Yi-Shan Wu
,
Andres R Masegosa
,
Stephan Sloth Lorenzen
,
Christian Igel
,
Yevgeny Seldin
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
Probabilistic Models with Deep Neural Networks
Andrés R. Masegosa
,
Rafael Cabañas
,
Helge Langseth
,
Thomas D. Nielsen
,
Antonio Salmerón
2021 (modified: 27 Feb 2023)
Entropy 2021
Readers:
Everyone
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
Yi-Shan Wu
,
Andrés R. Masegosa
,
Stephan Sloth Lorenzen
,
Christian Igel
,
Yevgeny Seldin
2021 (modified: 13 Apr 2023)
NeurIPS 2021
Readers:
Everyone
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
Yi-Shan Wu
,
Andrés R. Masegosa
,
Stephan Sloth Lorenzen
,
Christian Igel
,
Yevgeny Seldin
2021 (modified: 13 Apr 2023)
CoRR 2021
Readers:
Everyone
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote
Andrés R. Masegosa
,
Stephan Sloth Lorenzen
,
Christian Igel
,
Yevgeny Seldin
2020 (modified: 30 Sept 2024)
NeurIPS 2020
Readers:
Everyone
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote
Andrés R. Masegosa
,
Stephan Sloth Lorenzen
,
Christian Igel
,
Yevgeny Seldin
2020 (modified: 30 Sept 2024)
CoRR 2020
Readers:
Everyone
Analyzing concept drift: A case study in the financial sector
Andrés R. Masegosa
,
Ana M. Martínez
,
Darío Ramos-López
,
Helge Langseth
,
Thomas D. Nielsen
,
Antonio Salmerón
2020 (modified: 27 Feb 2023)
Intell. Data Anal. 2020
Readers:
Everyone
View all 72 publications
Co-Authors
A. J. Feelders
Ana M. Martínez
Anders L. Madsen
Andrés Cano
Antonio Fernández
Antonio Salmerón
Christian Igel
Darío Ramos-López
Francisco Javier García Castellano
Frank Jensen
Frank P. A. Coolen
Hanen Borchani
Helge Langseth
Hideo Joho
Javier Cózar
Joaquín Abellán
Joemon M. Jose
Linda C. van der Gaag
Luis A. Ortega
Manuel Gómez-Olmedo
María M. Abad-Grau
Nuria Medina-Medina
Rafael Cabañas
Rafael Rumí
Ramón Sáez
View all 35 co-authors