Sebastijan Dumancic
14 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
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Conferences
IJCAI (8)
AAAI (4)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
program synthesis
(4)
inductive logic programming
(4)
constraint optimisation
(3)
constraint optimization
(2)
representation learning
(2)
logic program
(2)
relational learning
(1)
k-means clustering
(1)
semi-supervised learning
(1)
knowledge representation
(1)
interpretable machine learning
(1)
optimal policy
(1)
best-first search
(1)
knowledge base
(1)
few-shot learning
(1)
machine learning
(1)
constraint propagation
(1)
constraint solving
(1)
formal verification
(1)
automated reasoning
(1)
Papers
Learning Logic Programs by Discovering Higher-Order Abstractions
IJCAI 2024
DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction
AAAI 2024
Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation
AAAI 2023
Knowledge Refactoring for Inductive Program Synthesis
AAAI 2021
Automated Reasoning and Learning for Automated Payroll Management
AAAI 2021
Learning Large Logic Programs By Going Beyond Entailment
IJCAI 2020
Turning 30: New Ideas in Inductive Logic Programming
IJCAI 2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
IJCAI 2020
Learning Relational Representations with Auto-encoding Logic Programs
IJCAI 2019
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning
IJCAI 2019
DeepProbLog: Neural Probabilistic Logic Programming
NIPS 2018
Learning Sequence Encoders for Temporal Knowledge Graph Completion
EMNLP 2018
COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints
IJCAI 2017
Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation
IJCAI 2017