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Efthymia Tsamoura

Mapping the Neuro-Symbolic AI Landscape by Architectures: A Handbook on Augmenting Deep Learning Through Symbolic Reasoning

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Oct 29, 2024
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Efficiently Learning Probabilistic Logical Models by Cheaply Ranking Mined Rules

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Sep 24, 2024
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On Characterizing and Mitigating Imbalances in Multi-Instance Partial Label Learning

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Jul 13, 2024
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Parallel Neurosymbolic Integration with Concordia

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Jun 14, 2023
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Principled and Efficient Motif Finding for Structure Learning in Lifted Graphical Models

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Feb 09, 2023
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Scalable Regularization of Scene Graph Generation Models using Symbolic Theories

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Sep 06, 2022
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Materializing Knowledge Bases via Trigger Graphs

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Feb 04, 2021
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Neural-Symbolic Integration: A Compositional Perspective

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Oct 22, 2020
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Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs (Technical Report)

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Nov 18, 2019
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Goal-Driven Query Answering for Existential Rules with Equality

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Nov 20, 2017
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