Christoph Heitz

Orcid: 0000-0002-6683-4150

According to our database1, Christoph Heitz authored at least 23 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice.
CoRR, 2024

Group Fairness Refocused: Assessing the Social Impact of ML Systems.
Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

Fairness in Online Ad Delivery.
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023
On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model.
CoRR, 2023

FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit.
Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making.
Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

Fair Machine Learning Through Post-processing: The Case of Predictive Parity.
Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

2022
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics.
CoRR, 2022

A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs.
CoRR, 2022

On the Value of Data: Multi-Objective Maximization of Value Creation in Data-Driven Industrial Services.
Proceedings of the 9th Swiss Conference on Data Science, 2022

Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation.
Proceedings of the 9th Swiss Conference on Data Science, 2022

People are not coins: Morally distinct types of predictions necessitate different fairness constraints.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021
Service Customization: Optimizing Value Creation and Capture by Designing the Customer Journey.
Proceedings of the 8th Swiss Conference on Data Science, 2021

A Systematic Approach to Group Fairness in Automated Decision Making.
Proceedings of the 8th Swiss Conference on Data Science, 2021

On the Moral Justification of Statistical Parity.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020
A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data.
Proceedings of the 7th Swiss Conference on Data Science, 2020

2019
Towards an Ethical Code for Data-Based Business.
Proceedings of the 6th Swiss Conference on Data Science, 2019

2018
User-Based Redistribution in Free-Floating Bike Sharing Systems.
Proceedings of the Operations Research Proceedings 2018, 2018

2013
Internet of Services.
Proceedings of the Evolution of Telecommunication Services, 2013

2011
Modelling customer lifetime value in contractual settings.
Int. J. Serv. Technol. Manag., 2011

2010
Customer Lifetime Value under Complex Contract Structures.
Proceedings of the Exploring Services Science - First International Conference, 2010


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