Tomàs Garriga

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Publication activitypapers/week, last 8 weeks

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Natural Language Processing (1)Scientific Discovery & Drug Design (1)

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Gerard Sanz (1)Eduard Serrahima de Cambra (1)Axel Brando (1)

Papers (1)

Feb 17, 2026

Tomàs Garriga +33w ago

CEPAE: Conditional Entropy-Penalized Autoencoders for Time Series Counterfactuals

CEPAE disentangles time series data better than VAEs and GANs, unlocking more reliable counterfactual predictions for critical applications like finance and healthcare.

Tomàs Garriga, Gerard Sanz, Eduard Serrahima de Cambra +1

Natural Language Processing Scientific Discovery & Drug Design

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Tomàs Garriga

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)