Hendrik Blockeel
12 papers · 2002–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (23) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (15)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
🌱
Topic Pioneer
🏆
Keyword Champion
📈
Trend Setter
🗃️
Keyword Collector
(53)
💎
Century Club
(12)
Conferences
IJCAI (4)
AAAI (2)
AISTATS (2)
JMLR (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
lifted inference
(3)
probabilistic inference
(3)
graphical model
(2)
variable elimination
(2)
first-order logic
(2)
rule-based learning
(1)
constraint optimization
(1)
k-means clustering
(1)
constraint propagation
(1)
constraint satisfaction
(1)
probabilistic logic
(1)
machine learning
(1)
algorithm optimization
(1)
hypergraph clustering
(1)
knowledge base completion
(1)
exact inference
(1)
formal verification
(1)
first-order inference
(1)
model decomposition
(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
First-order Decomposition Trees
NIPS 2013
Completeness Results for Lifted Variable Elimination
AISTATS 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