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Charles K. Assaad

LIG, UGA

Causal reasoning in difference graphs

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Nov 02, 2024
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Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs

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Oct 31, 2024
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Identifying macro conditional independencies and macro total effects in summary causal graphs with latent confounding

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Jul 10, 2024
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Toward identifiability of total effects in summary causal graphs with latent confounders: an extension of the front-door criterion

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Jun 09, 2024
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On the Fly Detection of Root Causes from Observed Data with Application to IT Systems

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Feb 09, 2024
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Identifiability of total effects from abstractions of time series causal graphs

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Nov 02, 2023
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Case Studies of Causal Discovery from IT Monitoring Time Series

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Jul 28, 2023
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Identifiability of direct effects from summary causal graphs

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Jun 29, 2023
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Hybrids of Constraint-based and Noise-based Algorithms for Causal Discovery from Time Series

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Jun 14, 2023
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Root Cause Identification for Collective Anomalies in Time Series given an Acyclic Summary Causal Graph with Loops

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Mar 07, 2023
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