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Conference and Workshop Papers
- 2024
[c7]Dominik Janzing, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Philipp Michael Faller, Lenon Minorics, Kailash Budhathoki:
Quantifying intrinsic causal contributions via structure preserving interventions. AISTATS 2024: 2188-2196- 2023
- [c6]Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics:
Manifold Restricted Interventional Shapley Values. AISTATS 2023: 5079-5106 - [c5]Mononito Goswami, Cristian I. Challu, Laurent Callot, Lenon Minorics, Andrey Kan:
Unsupervised Model Selection for Time Series Anomaly Detection. ICLR 2023 - 2022
- [c4]Lenon Minorics, Ali Caner Türkmen, David Kernert, Patrick Blöbaum, Laurent Callot, Dominik Janzing:
Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies. AISTATS 2022: 10534-10554 - [c3]Kailash Budhathoki, Lenon Minorics, Patrick Blöbaum, Dominik Janzing:
Causal structure-based root cause analysis of outliers. ICML 2022: 2357-2369 - [c2]Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing:
Causal forecasting: generalization bounds for autoregressive models. UAI 2022: 2002-2012 - 2020
- [c1]Dominik Janzing, Lenon Minorics, Patrick Blöbaum:
Feature relevance quantification in explainable AI: A causal problem. AISTATS 2020: 2907-2916
Informal and Other Publications
- 2023
- [i7]Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics:
Manifold Restricted Interventional Shapley Values. CoRR abs/2301.04041 (2023) - 2022
- [i6]You-Lin Chen, Lenon Minorics, Dominik Janzing:
Correcting Confounding via Random Selection of Background Variables. CoRR abs/2202.02150 (2022) - [i5]Mononito Goswami, Cristian Challu, Laurent Callot, Lenon Minorics, Andrey Kan:
Unsupervised Model Selection for Time-series Anomaly Detection. CoRR abs/2210.01078 (2022) - 2021
- [i4]Leena C. Vankadara, Philipp Michael Faller, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing:
Causal Forecasting: Generalization Bounds for Autoregressive Models. CoRR abs/2111.09831 (2021) - 2020
- [i3]Dominik Janzing, Patrick Blöbaum, Lenon Minorics:
Quantifying causal contribution via structure preserving interventions. CoRR abs/2007.00714 (2020) - 2019
- [i2]Dominik Janzing, Lenon Minorics, Patrick Blöbaum:
Feature relevance quantification in explainable AI: A causality problem. CoRR abs/1910.13413 (2019) - [i1]Dominik Janzing, Kailash Budhathoki, Lenon Minorics, Patrick Blöbaum:
Causal structure based root cause analysis of outliers. CoRR abs/1912.02724 (2019)
Coauthor Index
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last updated on 2024-07-25 20:23 CEST by the dblp team
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