Helge Spieker
4 papers · 2019–2022 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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Conference Pioneer
📈
Trend Setter
Venues
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Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(2)
Computer Science
(2)
Mathematics & Optimization
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Optimization
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Architectures
(1)
Foundations
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
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