dalex: Responsible Machine Learning with Interactive Explainability and
Fairness in Python

dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python

28 December 2020

Hubert Baniecki

Wojciech Kretowicz

Piotr Piątyszek

Papers citing "dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python"

9 / 9 papers shown

Title
Machine Learning Fairness in House Price Prediction: A Case Study of America's Expanding Metropolises Abdalwahab Almajed Maryam Tabar Peyman Najafirad AI4TS 26 0 0 02 May 2025
Properties of fairness measures in the context of varying class imbalance and protected group ratios D. Brzezinski Julia Stachowiak Jerzy Stefanowski Izabela Szczech R. Susmaga Sofya Aksenyuk Uladzimir Ivashka Oleksandr Yasinskyi 131 4 0 13 Nov 2024
EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders Lin Luo Yuri Nakao Mathieu Chollet Hiroya Inakoshi Simone Stumpf 35 0 0 16 Jul 2024
Evaluating quantum generative models via imbalanced data classification benchmarks Graham Enos M. Reagor Eric Hulburd 23 0 0 21 Aug 2023
Function Composition in Trustworthy Machine Learning: Implementation Choices, Insights, and Questions Manish Nagireddy Moninder Singh Samuel C. Hoffman Evaline Ju K. Ramamurthy Kush R. Varshney 22 1 0 17 Feb 2023
DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems Nabeel Seedat F. Imrie M. Schaar 27 12 0 09 Nov 2022
Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective José de Sousa Ribeiro Filho Lucas F. F. Cardoso R. Silva Vitor Cirilo Araujo Santos Nikolas Carneiro Ronnie Cley de Oliveira Alves 13 4 0 18 Oct 2022
OmniXAI: A Library for Explainable AI Wenzhuo Yang Hung Le Tanmay Laud Silvio Savarese S. Hoi SyDa 21 39 0 01 Jun 2022
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 742 0 13 Dec 2018