Hendrik Blockeel
12 papers · 2002–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (25) π Interdisciplinary Bridge Β· Bronze
π±
Topic Pioneer
π§
Keyword Pioneer
π
Trend Setter
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(60)
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(6)
Core AI
(5)
Learning Types
(5)
Optimization & Theory
(5)
Knowledge & Reasoning
(4)
Core Methods
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Computer Science
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Foundations
(2)
Reasoning
(2)
Representation
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Keywords
lifted inference
(3)
probabilistic inference
(3)
first-order logic
(2)
variable elimination
(2)
graphical model
(2)
rule-based learning
(1)
constraint optimization
(1)
k-means clustering
(1)
constraint satisfaction
(1)
exact inference
(1)
constraint propagation
(1)
probabilistic logic
(1)
machine learning
(1)
algorithm optimization
(1)
predictive accuracy
(1)
complexity analysis
(1)
hypergraph clustering
(1)
formal verification
(1)
knowledge base completion
(1)
neural network training
(1)
Papers
Compressing tree ensembles through Level-wise Optimization and Pruning
ICML 2025
DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction
AAAI 2024
Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias
AAAI 2022
Learning Relational Representations with Auto-encoding Logic Programs
IJCAI 2019
Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation
IJCAI 2017
COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints
IJCAI 2017
Dynamic Early Stopping for Naive Bayes
IJCAI 2016
Completeness Results for Lifted Variable Elimination
AISTATS 2013
First-order Decomposition Trees
NeurIPS 2013
Lifted Variable Elimination with Arbitrary Constraints
AISTATS 2012
Query Transformations for Improving the Efficiency of ILP Systems
JMLR 2003
Efficient Algorithms for Decision Tree Cross-validation
JMLR 2002