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Tanya Braun

Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs

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Nov 11, 2024
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Lifted Causal Inference in Relational Domains

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Mar 15, 2024
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Colour Passing Revisited: Lifted Model Construction with Commutative Factors

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Sep 20, 2023
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DPM: Clustering Sensitive Data through Separation

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Jul 06, 2023
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Lifting DecPOMDPs for Nanoscale Systems -- A Work in Progress

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Oct 18, 2021
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Exploring Unknown Universes in Probabilistic Relational Models

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Jan 07, 2020
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Taming Reasoning in Temporal Probabilistic Relational Models

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Nov 16, 2019
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Answering Hindsight Queries with Lifted Dynamic Junction Trees

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Jul 02, 2018
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Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm

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Jul 02, 2018
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Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm

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Jul 02, 2018
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