Picture for Efthymia Tsamoura

Efthymia Tsamoura

Goal-Driven Query Answering over First- and Second-Order Dependencies with Equality

Add code
Dec 12, 2024
Viaarxiv icon

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

Add code
Oct 29, 2024
Viaarxiv icon

Efficiently Learning Probabilistic Logical Models by Cheaply Ranking Mined Rules

Add code
Sep 24, 2024
Viaarxiv icon

On Characterizing and Mitigating Imbalances in Multi-Instance Partial Label Learning

Add code
Jul 13, 2024
Viaarxiv icon

Parallel Neurosymbolic Integration with Concordia

Add code
Jun 14, 2023
Viaarxiv icon

Principled and Efficient Motif Finding for Structure Learning in Lifted Graphical Models

Add code
Feb 09, 2023
Viaarxiv icon

Scalable Regularization of Scene Graph Generation Models using Symbolic Theories

Add code
Sep 06, 2022
Figure 1 for Scalable Regularization of Scene Graph Generation Models using Symbolic Theories
Figure 2 for Scalable Regularization of Scene Graph Generation Models using Symbolic Theories
Figure 3 for Scalable Regularization of Scene Graph Generation Models using Symbolic Theories
Figure 4 for Scalable Regularization of Scene Graph Generation Models using Symbolic Theories
Viaarxiv icon

Materializing Knowledge Bases via Trigger Graphs

Add code
Feb 04, 2021
Figure 1 for Materializing Knowledge Bases via Trigger Graphs
Figure 2 for Materializing Knowledge Bases via Trigger Graphs
Figure 3 for Materializing Knowledge Bases via Trigger Graphs
Figure 4 for Materializing Knowledge Bases via Trigger Graphs
Viaarxiv icon

Neural-Symbolic Integration: A Compositional Perspective

Add code
Oct 22, 2020
Figure 1 for Neural-Symbolic Integration: A Compositional Perspective
Figure 2 for Neural-Symbolic Integration: A Compositional Perspective
Figure 3 for Neural-Symbolic Integration: A Compositional Perspective
Figure 4 for Neural-Symbolic Integration: A Compositional Perspective
Viaarxiv icon

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

Add code
Nov 18, 2019
Figure 1 for Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs (Technical Report)
Figure 2 for Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs (Technical Report)
Viaarxiv icon