Joint Sessions (All times are BST)
Location: Flitcroft
Wednesday 28th, 10:00 - 11:00 BST
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10:00 - 11:00: Joint Journal Paper Session (Logical Learning) Location: Flitcroft Chair: Alireza Tamaddoni-Nezhad |
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10:00 - 10:15
Journal TrackStassa Patsantzis and Stephen Muggleton Meta-interpretive learning as metarule specialisation.
10:15 - 10:30
Journal TrackEleonora Giunchiglia, Mihaela Stoian, SalmancKhan , Fabio Cuzzolin and Thomas Lukasiewicz ROAD-R: The Autonomous Driving Dataset with Logical Requirements.
10:30 - 10:45
Journal TrackMattijs Baert, Sam Leroux and Pieter Simoens Inverse Reinforcement Learning Through Logic Constraint Inference.
10:45 - 11:00
Journal TrackCeline Hocquette and Andrew Cropper Learning Programs With Magic Values. |
Wednesday 28th, 11:45 - 12:30 BST
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11:45 - 12:30: Joint Journal Paper Session (Probabilistic and Neural Symbolic) Location: Flitcroft Chair: Alireza Tamaddoni-Nezhad |
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11:45 - 12:00
Journal TrackHikaru Shindo, Viktor Pfanschilling, Devendra Dhami and Kristian Kersting alphaILP: Thinking visual scenes as differentiable logic programs.
12:00 - 12:15
Journal TrackDaniel Cunnington, Mark Law, Alessandra Russo and Jorge Lobo FFNSL: Feed-forward neural-symbolic learner.
12:15 - 12:30
Journal TrackAlessandro Daniele, Emile van Krieken, Luciano Serafini and Frank van Harmelen Refining neural network predictions using background knowledge. |
Friday 30th, 09:50 – 11:30 BST
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09:50 – 11:30: Joint Recently Published Location: Flitcroft Chair: Stephen Muggleton |
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09:50 - 10:10
IJCAI-22Stanislaw Purgał, David Cerna and Cezary Kaliszyk Learning higher-order logic programs from failures.
10:10 - 10:30
AAAI-21Sebastijan Dumancic, Tias Guns and Andrew Cropper Knowledge refactoring for inductive program synthesis.
10:30 - 10:50
ICLR-2022Alice Tarzariol, Martin Gebser, Konstantin Schekotihin and Mark Law Efficient lifting of symmetry breaking constraints for complex combinatorial problems.
10:50 - 11:10
SIGMOD-20Jose Picado, John Davis and Arash Termehchy Learning over dirty data without cleaning.
11:10 - 11:30
Knowledge-Based Systems-2022Matej Petković, Michelangelo Ceci, Gianvito Pio, Blaž Škrlj, Kristian Kersting and Sašo Džerosk Relational tree ensembles and feature rankings. |