Carles Casacuberta

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Inter Subject Variability

Fault Diagnosis

Top Venues

Neural Comput. Appl.

Publications

Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera
Predicting the generalization gap in neural networks using topological data analysis. Neurocomputing 596 (2024)
Rubén Ballester, Pablo Hernández-García, Mathilde Papillon, Claudio Battiloro, Nina Miolane, Tolga Birdal, Carles Casacuberta, Sergio Escalera, Mustafa Hajij
Attending to Topological Spaces: The Cellular Transformer. CoRR (2024)
Aina Ferrà, Gloria Cecchini, Fritz-Pere Nobbe Fisas, Carles Casacuberta, Ignasi Cos
A topological classifier to characterize brain states: When shape matters more than variance. CoRR (2023)
Aina Ferrà, Carles Casacuberta, Oriol Pujol
Importance attribution in neural networks by means of persistence landscapes of time series. CoRR (2023)
Rubén Ballester, Carles Casacuberta, Sergio Escalera
Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey. CoRR (2023)
Aina Ferrà, Carles Casacuberta, Oriol Pujol
Importance attribution in neural networks by means of persistence landscapes of time series. Neural Comput. Appl. 35 (27) (2023)
Rubén Ballester, Carles Casacuberta, Sergio Escalera
Decorrelating neurons using persistence. CoRR (2023)
Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera
Towards explaining the generalization gap in neural networks using topological data analysis. CoRR (2022)
Aina Ferrà, Carles Casacuberta, Oriol Pujol
Reconstruction of univariate functions from directional persistence diagrams. CoRR (2022)
Carles Onielfa, Carles Casacuberta, Sergio Escalera
Influence in Social Networks Through Visual Analysis of Image Memes. CCIA (2022)