David Poole
10 papers · 2012–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
❓
The Questioner
🚀
Conference Pioneer
💎
Century Club · Bronze
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(7)
Knowledge & Reasoning
(4)
Representation
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
knowledge graph completion
(3)
link prediction
(3)
tensor factorization
(2)
embedding model
(2)
knowledge hypergraph
(2)
knowledge graph
(2)
ising model
(1)
hypergraph embedding
(1)
sparse regularization
(1)
lifted inference
(1)
first-order logic
(1)
structured sparsity
(1)
graphical model
(1)
entity embedding
(1)
convolutional neural network
(1)
relation embedding
(1)
relational algebra
(1)
log-linear model
(1)
spectral parameterization
(1)
binary data
(1)
Papers
Why Isn’t Relational Learning Taking Over the World?
AAAI 2026
Knowledge Hypergraph Embedding Meets Relational Algebra
JMLR 2023
Knowledge Hypergraphs: Prediction Beyond Binary Relations
IJCAI 2020
Predicting Landslides Using Locally Aligned Convolutional Neural Networks
IJCAI 2020
Improved Knowledge Graph Embedding Using Background Taxonomic Information
AAAI 2019
SimplE Embedding for Link Prediction in Knowledge Graphs
NeurIPS 2018
New Liftable Classes for First-Order Probabilistic Inference
NeurIPS 2016
Cyclic Causal Models with Discrete Variables: Markov Chain Equilibrium Semantics and Sample Ordering
IJCAI 2013
Probabilistic Reasoning with Undefined Properties in Ontologically-Based Belief Networks
IJCAI 2013
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models
AISTATS 2012