Carles Casacuberta

15 papers A* 1Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	—	`book`	Topological Data Analysis for Neural Networks Rubén Balleste, Carles Casacuberta, Sergio Escalera
2025	J	`jnl`	Chordless cycle filtrations for dimensionality detection in complex networks via topological data analysis. CoRR Aina Ferrà Marcús, Robert Jankowski, Meritxell Vila Miñana, Carles Casacuberta, M. Ángeles Serrano
2025	A*	`conf`	MANTRA: The Manifold Triangulations Assemblage. ICLR Rubén Ballester, Ernst Röell, Daniel Bin Schmid, Mathieu Alain, Sergio Escalera, Carles Casacuberta, Bastian Rieck
2024	J	`jnl`	Attending to Topological Spaces: The Cellular Transformer. CoRR Rubén Ballester, Pablo Hernández-García, Mathilde Papillon, Claudio Battiloro, Nina Miolane, Tolga Birdal, Carles Casacuberta, Sergio Escalera, Mustafa Hajij
2024	J	`jnl`	MANTRA: The Manifold Triangulations Assemblage. CoRR Rubén Ballester, Ernst Röell, Daniel Bin Schmid, Mathieu Alain, Sergio Escalera, Carles Casacuberta, Bastian Rieck
2024	J	`jnl`	Predicting the generalization gap in neural networks using topological data analysis. Neurocomputing Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera
2023	J	`jnl`	A topological classifier to characterize brain states: When shape matters more than variance. CoRR Aina Ferrà, Gloria Cecchini, Fritz-Pere Nobbe Fisas, Carles Casacuberta, Ignasi Cos
2023	—	`conf`	Decorrelating neurons using persistence. NeurReps Rubén Ballester, Carles Casacuberta, Sergio Escalera
2023	J	`jnl`	Decorrelating neurons using persistence. CoRR Rubén Ballester, Carles Casacuberta, Sergio Escalera
2023	J	`jnl`	Importance attribution in neural networks by means of persistence landscapes of time series. CoRR Aina Ferrà, Carles Casacuberta, Oriol Pujol
2023	J	`jnl`	Importance attribution in neural networks by means of persistence landscapes of time series. Neural Comput. Appl. Aina Ferrà, Carles Casacuberta, Oriol Pujol
2023	J	`jnl`	Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey. CoRR Rubén Ballester, Carles Casacuberta, Sergio Escalera
2022	—	`conf`	Influence in Social Networks Through Visual Analysis of Image Memes. CCIA Carles Onielfa, Carles Casacuberta, Sergio Escalera
2022	J	`jnl`	Reconstruction of univariate functions from directional persistence diagrams. CoRR Aina Ferrà, Carles Casacuberta, Oriol Pujol
2022	J	`jnl`	Towards explaining the generalization gap in neural networks using topological data analysis. CoRR Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera