Lenon Minorics

According to our database, Lenon Minorics authored at least 10 papers between 2019 and 2023.

Collaborative distances:

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

2023

Unsupervised Model Selection for Time Series Anomaly Detection.

Mononito Goswami, Cristian I. Challu, Laurent Callot, Lenon Minorics, Andrey Kan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Manifold Restricted Interventional Shapley Values.

Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Correcting Confounding via Random Selection of Background Variables.

You-Lin Chen, Lenon Minorics, Dominik Janzing

CoRR, 2022

Causal forecasting: generalization bounds for autoregressive models.

Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Causal structure-based root cause analysis of outliers.

Kailash Budhathoki, Lenon Minorics, Patrick Blöbaum, Dominik Janzing

Proceedings of the International Conference on Machine Learning, 2022

Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies.

Lenon Minorics, Ali Caner Türkmen, David Kernert, Patrick Blöbaum, Laurent Callot, Dominik Janzing

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

2021

Causal Forecasting: Generalization Bounds for Autoregressive Models.

Leena C. Vankadara, Philipp Michael Faller, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing

CoRR, 2021

2020

Quantifying causal contribution via structure preserving interventions.

Dominik Janzing, Patrick Blöbaum, Lenon Minorics

CoRR, 2020

Feature relevance quantification in explainable AI: A causal problem.

Dominik Janzing, Lenon Minorics, Patrick Blöbaum

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Feature relevance quantification in explainable AI: A causality problem.

Dominik Janzing, Lenon Minorics, Patrick Blöbaum

CoRR, 2019