Efthymia Tsamoura
7 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
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Conferences
AAAI (4)
ICML (1)
IJCAI (1)
NIPS (1)
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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
Scalable Theory-Driven Regularization of Scene Graph Generation Models
AAAI 2023
On Learning Latent Models with Multi-Instance Weak Supervision
NIPS 2023
Principled and Efficient Motif Finding for Structure Learning of Lifted Graphical Models
AAAI 2023
Parallel Neurosymbolic Integration with Concordia
ICML 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