Sergio Hernan Garrido Mejia

According to our database, Sergio Hernan Garrido Mejia authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Bayesian Hierarchical Invariant Prediction.

Francisco Madaleno, Pernille Julie Viuff Sand, Francisco C. Pereira, Sergio Hernan Garrido Mejia

CoRR, May, 2025

Root Cause Analysis of Outliers with Missing Structural Knowledge.

William Roy Orchard, Nastaran Okati, Sergio Hernan Garrido Mejia, Patrick Blöbaum, Dominik Janzing

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models.

Armin Kekic, Sergio Hernan Garrido Mejia, Bernhard Schölkopf

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Estimating Joint interventional distributions from marginal interventional data.

Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekic, Atalanti-Anastasia Mastakouri

CoRR, 2024

Causal vs. Anticausal merging of predictors.

Sergio Hernan Garrido Mejia, Patrick Blöbaum, Bernhard Schölkopf, Dominik Janzing

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Phenomenological Causality.

Dominik Janzing, Sergio Hernan Garrido Mejia

CoRR, 2022

Obtaining Causal Information by Merging Datasets with MAXENT.

Sergio Hernan Garrido Mejia, Elke Kirschbaum, Dominik Janzing

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022