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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
Correcting Optimizer Selection Bias via Large Deviation Hazards
Andrea Zerio
,
Andres R Masegosa
CTB@ICML 2026
Readers:
Everyone
UncertainGen: Uncertainty-Aware Representations of DNA Sequences for Metagenomic Binning
Abdulkadir Celikkanat
,
Andres R Masegosa
,
Mads Albertsen
,
Thomas Dyhre Nielsen
Submitted to ICLR 2026
Readers:
Everyone
Deep Actor-Critics with Tight Risk Certificates
Bahareh Tasdighi
,
Manuel Haussmann
,
Yi-Shan Wu
,
Andres R Masegosa
,
Melih Kandemir
EWRL 2025 Poster
Readers:
Everyone
Deep Actor-Critics with Tight Risk Certificates
Bahareh Tasdighi
,
Manuel Haussmann
,
Yi-Shan Wu
,
Andres R Masegosa
,
Melih Kandemir
Submitted to NeurIPS 2025
Readers:
Everyone
Deep Actor-Critics with Tight Risk Certificates
Bahareh Tasdighi
,
Manuel Haussmann
,
Yi-Shan Wu
,
Andrés R. Masegosa
,
Melih Kandemir
CoRR 2025
Readers:
Everyone
Toward Variational Structural Learning of Bayesian Networks
Andrés R. Masegosa
,
Manuel Gómez-Olmedo
IEEE Access 2025
Readers:
Everyone
A Bagging algorithm for imprecise classification in cost-sensitive scenarios
Serafín Moral-García
,
Andrés R. Masegosa
,
Joaquín Abellán
Inf. Sci. 2025
Readers:
Everyone
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime
Andrés R. Masegosa
,
Luis A. Ortega
J. Artif. Intell. Res. 2025
Readers:
Everyone
Understanding the Role of Diversity in Ensemble-Based AutoML Methods for Classification Tasks
Salomey Osei
,
Andrés R. Masegosa
,
Antonio D. Masegosa
IEEE Access 2025
Readers:
Everyone
A Large Deviation Theory Analysis on the Implicit Bias of SGD
Andres R Masegosa
,
Luis A. Ortega
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
View all 134 publications
Co-Authors
A. J. Feelders
Abdulkadir Celikkanat
Abdulkadir Çelikkanat
Alfonso E. Romero
Ana M. Martínez
Anders L. Madsen
Andrea Zerio
Andrés Cano
Antonio D. Masegosa
Antonio Fernández
Antonio Salmerón
Antonio Torres
Aritz Pérez
Bahareh Tasdighi
Christian Igel
Daniel Russo
Darío Ramos-López
Francisco Javier García Castellano
Frank Jensen
Frank P. A. Coolen
Hanen Borchani
Helge Langseth
Hideo Joho
Ioar Casado
Javier Cózar
View all 61 co-authors