2024
A Cross-Moment Approach for Causal Effect Estimation
2024. 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, 2023-12-10 – 2023-12-16.s-ID: Causal Effect Identification in a Sub-Population
2024. 38 AAAI Conference on Artificial Intelligence, Vancouver, Canada, 2024-02-20 – 2024-02-27. DOI : 10.1609/aaai.v38i18.30011.Matrix Inference in Growing Rank Regimes
IEEE Transactions on Information Theory. 2024. Vol. 70, num. 11, p. 8133 – 8163. DOI : 10.1109/TIT.2024.3422263.2023
Causal Effect Identification in Uncertain Causal Networks
2023. 37th Conference on Neural Information Processing Systems (NeurIPS 2023)., New Orlean, USA, 2023-12-10 – 2023-12-16.Causal imitability under context-specific independence relations
2023. 37th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023-12-10 – 2023-12-16.A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models
Journal Of Machine Learning Research. 2023. Vol. 24, num. 118, p. 354.On Identifiability of Conditional Causal Effects
2023. Conference on Uncertainty in Artificial Intelligence, UAI 2013, Pittsburgh, PA, USA, 2023-07-31 – 2023-08-04. p. 1078 – 1086. DOI : https://doi.org/10.48550/arXiv.2306.11755.Special Issue on Causality: Fundamental Limits and Applications
IEEE JOURNAL ON SELECTED AREAS IN INFORMATION THEORY. 2023. Vol. 4, p. IV – IV. DOI : 10.1109/JSAIT.2024.3350468.Novel Ordering-based Approaches for Causal Structure Learning in the Presence of Unobserved Variables
2023. Thirty-Seventh AAAI Conference on Artificial Intelligence, Washington DC, USA,Analysis of Large Market Data Using Neural Networks: A Causal Approach
IEEE Journal on Selected Areas in Information Theory. 2023. Vol. 4, p. 833 – 847. DOI : 10.1109/JSAIT.2024.3351549.2022
Momentum-Based Policy Gradient with Second-Order Information
2022