Dianhuan Lin
Dianhuan Lin
Zscaler
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Meta-interpretive learning of higher-order dyadic datalog: Predicate invention revisited
SH Muggleton, D Lin, A Tamaddoni-Nezhad
Machine Learning 100 (1), 49-73, 2015
2082015
Meta-interpretive learning: application to grammatical inference
SH Muggleton, D Lin, N Pahlavi, A Tamaddoni-Nezhad
Machine learning 94 (1), 25-49, 2014
1252014
Bias reformulation for one-shot function induction
D Lin, E Dechter, K Ellis, JB Tenenbaum, SH Muggleton
IOS Press, 2014
892014
Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs
M Lázaro-Gredilla, D Lin, JS Guntupalli, D George
Science Robotics 4 (26), 2019
472019
Metabayes: Bayesian meta-interpretative learning using higher-order stochastic refinement
SH Muggleton, D Lin, J Chen, A Tamaddoni-Nezhad
International Conference on Inductive Logic Programming, 1-17, 2013
202013
MC-Toplog: Complete multi-clause learning guided by a top theory
SH Muggleton, D Lin, A Tamaddoni-Nezhad
International Conference on Inductive Logic Programming, 238-254, 2011
112011
Does multi-clause learning help in real-world applications?
D Lin, J Chen, H Watanabe, SH Muggleton, P Jain, MJE Sternberg, ...
International Conference on Inductive Logic Programming, 221-237, 2011
52011
Logic programs as declarative and procedural bias in inductive logic programming
D Lin
Imperial College London, 2013
22013
Method and system for machine concept understanding
M Larzaro-Gredilla, D Lin, JS Guntupalli, D George
US Patent App. 16/562,261, 2020
2020
Machine Learning of Biological Networks Using Abductive ILP
A Tamaddoni‐Nezhad, D Lin, H Watanabe, J Chen, S Muggleton
Logical Modeling of Biological Systems, 363-401, 2014
2014
Ongoing Work on Applying Multi-clause ILP to Identify Metabolic Control Points
D Lin, J Chen, H Watanabe, P Jain, C Baxter, RA Currie, JD Salazar, ...
Learning and Discovery in Symbolic Systems Biology, 85, 2012
2012
Learning a Causal Network from Temporal Cancer Gene Expression Data: A Logical Abduction Approach
H Watanabe, S Muggleton, R Currie, P Jain, D Lin, J Chen, M Sternberg, ...
Learning and Discovery in Symbolic Systems Biology, 55, 2012
2012
AAAI Publications
SH Muggleton, D Lin
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학술자료 1–13