Optimal Decision Diagrams for Classification

28 May 2022

Papers citing "Optimal Decision Diagrams for Classification"

9 / 9 papers shown

Title
Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles Leonardo Arrighi Luca Pennella G. Tavares Sylvio Barbon Junior 22 2 0 03 Apr 2024
Optimization Over Trained Neural Networks: Taking a Relaxing Walk Jiatai Tong Junyang Cai Thiago Serra 65 6 0 07 Jan 2024
CARNA: Characterizing Advanced heart failure Risk and hemodyNAmic phenotypes using learned multi-valued decision diagrams Josephine Lamp Yu-Xian Wu Steven Lamp Prince Afriyie K. Bilchick Lu Feng S. Mazimba 16 0 0 11 Jun 2023
Loss-Optimal Classification Trees: A Generalized Framework and the Logistic Case Tommaso Aldinucci Matteo Lapucci 24 0 0 01 Jun 2023
Support Vector Machines with the Hard-Margin Loss: Optimal Training via Combinatorial Benders' Cuts Ítalo Santana Breno Serrano Maximilian Schiffer Thibaut Vidal 26 3 0 15 Jul 2022
Rule Generation for Classification: Scalability, Interpretability, and Fairness Tabea E. Rober Adia C. Lumadjeng M. Akyuz cS. .Ilker Birbil 22 2 0 21 Apr 2021
Community Detection in the Stochastic Block Model by Mixed Integer Programming Breno Serrano Thibaut Vidal 23 6 0 26 Jan 2021
Born-Again Tree Ensembles Thibaut Vidal Toni Pacheco Maximilian Schiffer 62 53 0 24 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019