Efthymia Tsamoura
7 papers · 2017–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Optimization & Theory
(4)
Knowledge & Reasoning
(3)
Core AI
(3)
Learning Types
(3)
Natural Language Processing
(2)
Core Methods
(2)
Reasoning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Keywords
background knowledge
(2)
multi-instance learning
(1)
first-order logic
(1)
logical reasoning
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
hierarchical clustering
(1)
scene graph generation
(1)
query reformulation
(1)
deep learning
(1)
partial label learning
(1)
rademacher complexity
(1)
probabilistic reasoning
(1)
probabilistic logic
(1)
statistical relational learning
(1)
knowledge compilation
(1)
knowledge graph
(1)
graphical model
(1)
probabilistic inference
(1)
Papers
On Learning Latent Models with Multi-Instance Weak Supervision
NeurIPS 2023
Parallel Neurosymbolic Integration with Concordia
ICML 2023
Principled and Efficient Motif Finding for Structure Learning of Lifted Graphical Models
AAAI 2023
Scalable Theory-Driven Regularization of Scene Graph Generation Models
AAAI 2023
Neural-Symbolic Integration: A Compositional Perspective
AAAI 2021
Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs
AAAI 2020
Reformulating Queries: Theory and Practice
IJCAI 2017