Differentiable Rule Induction with Learned Relational Features

17 January 2022

Papers citing "Differentiable Rule Induction with Learned Relational Features"

8 / 8 papers shown

Title
Differentiable Inductive Logic Programming for Fraud Detection Boris Wolfson Erman Acar 29 0 0 29 Oct 2024
RIFF: Inducing Rules for Fraud Detection from Decision Trees Joao Lucas Martins Joao Bravo Ana Sofia Gomes Carlos Soares P. Bizarro 30 0 0 23 Aug 2024
Neural Reward Machines Elena Umili F. Argenziano Roberto Capobianco NAI 25 2 0 16 Aug 2024
DeepDFA: Automata Learning through Neural Probabilistic Relaxations Elena Umili Roberto Capobianco AI4CE 23 1 0 16 Aug 2024
Finding Interpretable Class-Specific Patterns through Efficient Neural Search Nils Philipp Walter Jonas Fischer Jilles Vreeken 18 4 0 07 Dec 2023
Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization Jayneel Parekh Sanjeel Parekh Pavlo Mozharovskyi Gaël Richard Florence dÁlché-Buc 31 6 0 11 May 2023
Neural-based classification rule learning for sequential data Marine Collery Philippe Bonnard Franccois Fages R. Kusters 17 4 0 22 Feb 2023
Learning Certifiably Optimal Rule Lists for Categorical Data E. Angelino Nicholas Larus-Stone Daniel Alabi Margo Seltzer Cynthia Rudin 48 195 0 06 Apr 2017