Ryan Riegel
5 papers · 2021–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Knowledge & Reasoning
(2)
Machine Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Reasoning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
imprecise probability
(2)
non-convex optimization
(1)
belief propagation
(1)
probabilistic logic
(1)
temporal reasoning
(1)
message passing
(1)
conditional probability
(1)
first-order logic
(1)
rule learning
(1)
markov condition
(1)
multi-hop reasoning
(1)
credal network
(1)
neuro-symbolic learning
(1)
inductive logic programming
(1)
modular architecture
(1)
knowledge base question answering
(1)
neuro-symbolic reasoning
(1)
probability bound
(1)
logical neural network
(1)
modular system
(1)
Papers
Approximate Inference in Logical Credal Networks
IJCAI 2023
Logical Credal Networks
NeurIPS 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
AAAI 2022
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
EMNLP 2022
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021