Céline Hocquette
9 papers · 2019–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🧬 Topic Evolution
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The Questioner
(2)
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(5)
Core AI
(5)
Knowledge & Reasoning
(4)
Reasoning
(4)
Learning Paradigms · Machine Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
inductive logic programming
(7)
program synthesis
(5)
meta-interpretive learning
(2)
knowledge representation
(1)
automated reasoning
(1)
predictive accuracy
(1)
constraint satisfaction
(1)
human-computer interaction
(1)
logical representation
(1)
minimum description length
(1)
rule learning
(1)
task decomposition
(1)
noisy data
(1)
logic programming
(1)
predicate invention
(1)
bottom-up learning
(1)
second-order logic
(1)
clause learning
(1)
linear arithmetic
(1)
input-output example
(1)
Papers
Can Humans Teach Machines to Code?
AAAI 2026
Relational Decomposition for Program Synthesis
IJCAI 2025
Learning Big Logical Rules by Joining Small Rules
IJCAI 2024
Learning Logic Programs by Discovering Higher-Order Abstractions
IJCAI 2024
Learning MDL Logic Programs from Noisy Data
AAAI 2024
Learning Logic Programs by Discovering Where Not to Search
AAAI 2023
Relational Program Synthesis with Numerical Reasoning
AAAI 2023
Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning
IJCAI 2020
Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?
IJCAI 2019