Andres R. Masegosa

Andres R. Masegosa

Universidad de Almería

H-index: 18

Europe-Spain

About Andres R. Masegosa

Andres R. Masegosa, With an exceptional h-index of 18 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidad de Almería, specializes in the field of Machine Learning, Probabilistic Programming, Bayesian Deep Learning, Variational Inference.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning Styles Impact Students’ Perceptions on Active Learning Methodologies: A Case Study on the Use of Live Coding and Short Programming Exercises

PAC-Bayes-Chernoff bounds for unbounded losses

PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime

If there is no underfitting, there is no Cold Posterior Effect

An Empirical Analysis of the Impact of Continuous Assessment on the Final Exam Mark

A Reparameterization of Mixtures of Truncated Basis Functions and its Applications

Diversity and Generalization in Neural Network Ensembles

From anecdote to evidence: the relationship between personality and need for cognition of developers

Andres R. Masegosa Information

University

Position

___

Citations(all)

1185

Citations(since 2020)

689

Cited By

755

hIndex(all)

18

hIndex(since 2020)

16

i10Index(all)

32

i10Index(since 2020)

23

Email

University Profile Page

Universidad de Almería

Google Scholar

View Google Scholar Profile

Andres R. Masegosa Skills & Research Interests

Machine Learning

Probabilistic Programming

Bayesian Deep Learning

Variational Inference

Top articles of Andres R. Masegosa

Title

Journal

Author(s)

Publication Date

Learning Styles Impact Students’ Perceptions on Active Learning Methodologies: A Case Study on the Use of Live Coding and Short Programming Exercises

Education Sciences

Andrés R Masegosa

Rafael Cabañas

Ana D Maldonado

María Morales

2024/2/28

PAC-Bayes-Chernoff bounds for unbounded losses

arXiv preprint arXiv:2401.01148

Ioar Casado

Luis A Ortega

Andrés R Masegosa

Aritz Pérez

2024/1/2

PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime

arXiv preprint arXiv:2306.10947

Andrés R Masegosa

Luis A Ortega

2023/6/19

If there is no underfitting, there is no Cold Posterior Effect

arXiv preprint arXiv:2310.01189

Yijie Zhang

Yi-Shan Wu

Luis A Ortega

Andrés R Masegosa

2023/10/2

An Empirical Analysis of the Impact of Continuous Assessment on the Final Exam Mark

Mathematics

María Morales

Antonio Salmerón

Ana D Maldonado

Andrés R Masegosa

Rafael Rumí

2022/10/27

A Reparameterization of Mixtures of Truncated Basis Functions and its Applications

Antonio Salmerón

Helge Langseth

Andrés Masegosa

Thomas D Nielsen

2022/9/19

Diversity and Generalization in Neural Network Ensembles

Luis A Ortega

Rafael Cabañas

Andres Masegosa

2022/5/3

From anecdote to evidence: the relationship between personality and need for cognition of developers

Empirical Software Engineering

Daniel Russo

Andres R Masegosa

Klaas-Jan Stol

2022/5

Chebyshev-Cantelli PAC-Bayes-Bennett inequality for the weighted majority vote

Advances in Neural Information Processing Systems

Yi-Shan Wu

Andrés R Masegosa

Stephan S Lorenzen

Christian Igel

Yevgeny Seldin

2021/6/25

Probabilistic models with deep neural networks

Andrés R Masegosa

Rafael Cabañas

Helge Langseth

Thomas D Nielsen

Antonio Salmerón

2021/1/18

Probabilistic Graphical Models with Neural Networks in InferPy

Rafael Cabañas

Javier Cózar

Antonio Salmerón

Andrés R Masegosa

2020/2/2

Second order PAC-Bayesian bounds for the weighted majority vote

Advances in Neural Information Processing Systems (NeurIPS)

Andrés R Masegosa

Stephan S Lorenzen

Christian Igel

Yevgeny Seldin

2020/7/1

Analyzing concept drift: A case study in the financial sector

Intelligent Data Analysis

Andrés R Masegosa

Ana M Martínez

Darío Ramos-López

Helge Langseth

Thomas D Nielsen

...

2020/1/1

InferPy: Probabilistic modeling with deep neural networks made easy

Neurocomputing

Javier Cózar

Rafael Cabañas

Antonio Salmeron

Andrés R Masegosa

2020/11/20

Learning under Model Misspecification: Applications to Variational and Ensemble methods

Advances in Neural Information Processing Systems

Andres Masegosa

2020

Variational Inference over Nonstationary Data Streams for Exponential Family Models

Mathematics

Andrés R Masegosa

Darío Ramos-López

Antonio Salmerón

Helge Langseth

Thomas D Nielsen

2020/11/3

Comparing two multinomial samples using hierarchical Bayesian models

Progress in Artificial Intelligence

Andrés R Masegosa

Antonio Torres

María Morales

Antonio Salmerón

2020/6

See List of Professors in Andres R. Masegosa University(Universidad de Almería)

Co-Authors

H-index: 53
Christian Igel

Christian Igel

Københavns Universitet

H-index: 45
Serafín Moral

Serafín Moral

Universidad de Granada

H-index: 36
Frank Coolen

Frank Coolen

Durham University

H-index: 33
Joaquín Abellán

Joaquín Abellán

Universidad de Granada

H-index: 30
Helge Langseth

Helge Langseth

Norges teknisk-naturvitenskaplige universitet

H-index: 27
Antonio Salmerón

Antonio Salmerón

Universidad de Almería

academic-engine