Author

Mauricio A. Valle

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Open access Sep 2026

Creditor Screening of Voluntary ESG Disclosure: Pillar Specificity and Operational Profitability as a Credibility Cue for Debt Pricing

Grounded in signaling and disclosure theory, we examine when and which voluntary ESG disclosure pillars are associated with firms' cost of debt in an emerging market setting characterized by voluntary reporting, concentrated ownership, and debt centered corporate finance. Using firm‐ and year‐fixed‐effects models and...

Jaime F. Lavín, Paulo Buchuk, Mauricio A. Valle et al. · Corporate Social Responsibil... · 0 citations

Preprint Aug 2026

Classifying Directional Trajectories Near Criticality in the Three-State Majority-Vote Model with Deep Belief Networks and Bidirectional GRUs

In this work, we investigate whether the latent representations learned by a Deep Belief Network (DBN) and a Bidirectional Gated Recurrent Unit (Bi-GRU) can discriminate among four dynamically distinct trajectory types in the three-state majority vote model (MV3): approach from disorder, approach from order, departure...

Mauricio A. Valle, Gonzalo A. Ruz · 0 citations