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Carles Casacuberta
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2020 – today
- 2024
- [j2]Rubén Ballester
, Xavier Arnal Clemente, Carles Casacuberta
Predicting the generalization gap in neural networks using topological data analysis. Neurocomputing 596: 127787 (2024) - [i8]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 abs/2405.14094 (2024) - [i7]Rubén Ballester, Ernst Röell, Daniel Bin Schmid, Mathieu Alain, Sergio Escalera, Carles Casacuberta, Bastian Rieck:
MANTRA: The Manifold Triangulations Assemblage. CoRR abs/2410.02392 (2024) - 2023
- [j1]Aina Ferrà
Importance attribution in neural networks by means of persistence landscapes of time series. Neural Comput. Appl. 35(27): 20143-20156 (2023) - [i6]Aina Ferrà, Carles Casacuberta
Importance attribution in neural networks by means of persistence landscapes of time series. CoRR abs/2302.03132 (2023) - [i5]Aina Ferrà, Gloria Cecchini, Fritz-Pere Nobbe Fisas, Carles Casacuberta
A topological classifier to characterize brain states: When shape matters more than variance. CoRR abs/2303.04231 (2023) - [i4]Rubén Ballester, Carles Casacuberta, Sergio Escalera:
Decorrelating neurons using persistence. CoRR abs/2308.04870 (2023) - [i3]Rubén Ballester, Carles Casacuberta, Sergio Escalera:
Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey. CoRR abs/2312.05840 (2023) - 2022
- [c1]Carles Onielfa
Influence in Social Networks Through Visual Analysis of Image Memes. CCIA 2022: 71-80 - [i2]Aina Ferrà, Carles Casacuberta
Reconstruction of univariate functions from directional persistence diagrams. CoRR abs/2203.01894 (2022) - [i1]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 abs/2203.12330 (2022)
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