conftrace_

disjunctive normal form

12 papers

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Also known as

DNF

Co-occurring keywords

interpretable model (158) decision rule (16) interpretable classification (21) integer programming (92) column generation (29) interpretable machine learning (140) feature selection (649) rule set (3) rule model (1) bipolar adf (1)

Papers

Interpretable DNFs IJCAI 2025
MINTY: Rule-based models that minimize the need for imputing features with missing values AISTATS 2024
Interpretable and Fair Boolean Rule Sets via Column Generation JMLR 2023
Bipolar Abstract Dialectical Frameworks Are Covered by Kleene’s Three-valued Logic IJCAI 2023
Conditional Linear Regression for Heterogeneous Covariances AISTATS 2022
MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022
Interpretable Off-Policy Learning via Hyperbox Search ICML 2022
Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach NIPS 2021
Disjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability AAAI 2019
Boolean Decision Rules via Column Generation NIPS 2018
A Bayesian Framework for Learning Rule Sets for Interpretable Classification JMLR 2017
Maximum Margin Algorithms with Boolean Kernels JMLR 2005