5 citations · 7 across the 13 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Learning MDL logic programs from noisy data
Céline Hocquette, Andreas Niskanen, Matti Järvisalo +1
Many inductive logic programming approaches struggle to learn programs from noisy data. To overcome this limitation, we introduce an approach that learns minimal description length…
cs.LG2023
Learning logic programs by discovering higher-order abstractions
Céline Hocquette, Sebastijan Dumančić, Andrew Cropper
We introduce the higher-order refactoring problem, where the goal is to compress a logic program by discovering higher-order abstractions, such as map, filter, and fold. We impleme…