Helge Spieker
4 papers · 2019–2022 · 1 conference · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (15) π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (17)
π
Trend Setter
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Conference Pioneer
Conferences
AAAI (4)
Top co-authors
Keywords
constraint satisfaction
(2)
combinatorial optimization
(2)
representation learning
(1)
reinforcement learning
(1)
assignment problem
(1)
constraint solving
(1)
self-supervised learning
(1)
spatial context
(1)
recurrent neural network
(1)
knapsack problem
(1)
scheduling problem
(1)
sequence-to-sequence model
(1)
temporal context
(1)
graph neural network
(1)
maritime surveillance
(1)
constraint-based local search
(1)
declarative machine learning
(1)
constraint acquisition
(1)
qualitative constraint
(1)
multi-cycle assignment
(1)
Papers
GEQCA: Generic Qualitative Constraint Acquisition
AAAI 2022
Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract)
AAAI 2021
Rotational Diversity in Multi-Cycle Assignment Problems
AAAI 2019
Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search
AAAI 2019