Garriga, Tomas

3 publications

TMLR 2026 CEPAE: Conditional Entropy-Penalized Autoencoders for Time Series Counterfactuals Tomas Garriga, Gerard Sanz, Eduard Serrahima de Cambra, Axel Brando

NeurIPS 2025 Practical Do-Shapley Explanations with Estimand-Agnostic Causal Inference Álvaro Parafita, Tomas Garriga, Axel Brando, Francisco J. Cazorla

NeurIPSW 2024 A Novel Application of SCMs to Time Series Counterfactual Estimation in the Pharmaceutical Industry Tomas Garriga, Gerard Sanz, Eduard Serrahima de Cambra, Axel Brando