Xavier de Luna

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 6

Top Topics

Parameter Selection

Causal Relations

Brain Connectivity

Top Venues

J. Comput. Graph. Stat.

J. Mach. Learn. Res.

Publications

Mohammad Ghasempour, Niloofar Moosavi, Xavier de Luna
Convolutional Neural Networks for Valid and Efficient Causal Inference. J. Comput. Graph. Stat. 33 (2) (2024)
Filip Edström, Thomas Hellström, Xavier de Luna
Robot Causal Discovery Aided by Human Interaction. RO-MAN (2023)
Tetiana Gorbach, Xavier de Luna, Juha Karvanen, Ingeborg Waernbaum
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency. J. Mach. Learn. Res. 24 (2023)
Mohammad Ghasempour, Niloofar Moosavi, Xavier de Luna
Convolutional neural networks for valid and efficient causal inference. CoRR (2023)
Tetiana Gorbach, Anders Lundquist, Xavier de Luna, Lars Nyberg, Alireza Salami
A Hierarchical Bayesian Mixture Model Approach for Analysis of Resting-State Functional Brain Connectivity: An Alternative to Thresholding. Brain Connect. 10 (5) (2020)
Emma Persson, Jenny Häggström, Ingeborg Waernbaum, Xavier de Luna
Data-driven algorithms for dimension reduction in causal inference. Comput. Stat. Data Anal. 105 (2017)
Jenny Häggström, Xavier de Luna
Targeted smoothing parameter selection for estimating average causal effects. Comput. Stat. 29 (6) (2014)
Jenny Häggström, Xavier de Luna
Estimating Prediction Error: Cross-Validation vs. Accumulated Prediction Error. Commun. Stat. Simul. Comput. 39 (5) (2010)
Xavier de Luna, Marc G. Genton
Simulation-based inference for simultaneous processes on regular lattices. Stat. Comput. 12 (2) (2002)