Lenon Minorics

According to our database1, Lenon Minorics authored at least 11 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Quantifying intrinsic causal contributions via structure preserving interventions.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Unsupervised Model Selection for Time Series Anomaly Detection.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Manifold Restricted Interventional Shapley Values.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Correcting Confounding via Random Selection of Background Variables.
CoRR, 2022

Causal forecasting: generalization bounds for autoregressive models.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Causal structure-based root cause analysis of outliers.
Proceedings of the International Conference on Machine Learning, 2022

Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Causal Forecasting: Generalization Bounds for Autoregressive Models.
CoRR, 2021

2020
Quantifying causal contribution via structure preserving interventions.
CoRR, 2020

Feature relevance quantification in explainable AI: A causal problem.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Feature relevance quantification in explainable AI: A causality problem.
CoRR, 2019


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