Christoph Heitz

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 25

Top Topics

Prediction Model

Machine Learning

Shape Error Concealment

Top Venues

Publications

Corinna Hertweck, Christoph Heitz, Michele Loi
What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice. CoRR (2024)
Joachim Baumann, Piotr Sapiezynski, Christoph Heitz, Aniko Hannak
Fairness in Online Ad Delivery. FAccT (2024)
Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. EWAF (2023)
Corinna Hertweck, Joachim Baumann, Michele Loi, Christoph Heitz
FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. EWAF (2023)
Teresa Scantamburlo, Joachim Baumann, Christoph Heitz
On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model. CoRR (2023)
Joachim Baumann, Anikó Hannák, Christoph Heitz
Fair Machine Learning Through Post-processing: The Case of Predictive Parity. EWAF (2023)
Joachim Baumann, Christoph Heitz
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation. SDS (2022)
Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
People are not coins: Morally distinct types of predictions necessitate different fairness constraints. FAccT (2022)
Jürg Meierhofer, Rodolfo Benedech, Christoph Heitz
On the Value of Data: Multi-Objective Maximization of Value Creation in Data-Driven Industrial Services. SDS (2022)
Joachim Baumann, Anikó Hannák, Christoph Heitz
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency. FAccT (2022)
Joachim Baumann, Anikó Hannák, Christoph Heitz
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency. CoRR (2022)
Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
People are not coins. Morally distinct types of predictions necessitate different fairness constraints. CoRR (2022)
Joachim Baumann, Christoph Heitz
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation. CoRR (2022)
Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics. CoRR (2022)
Michele Loi, Christoph Heitz
Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory. CoRR (2022)
Corinna Hertweck, Joachim Baumann, Michele Loi, Eleonora Viganò, Christoph Heitz
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs. CoRR (2022)
Michele Loi, Christoph Heitz
Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory. FAccT (2022)
Corinna Hertweck, Christoph Heitz
A Systematic Approach to Group Fairness in Automated Decision Making. SDS (2021)
Corinna Hertweck, Christoph Heitz
A Systematic Approach to Group Fairness in Automated Decision Making. CoRR (2021)
Corinna Hertweck, Christoph Heitz, Michele Loi
On the Moral Justification of Statistical Parity. FAccT (2021)
Jürg Meierhofer, Christoph Heitz
Service Customization: Optimizing Value Creation and Capture by Designing the Customer Journey. SDS (2021)
Corinna Hertweck, Christoph Heitz, Michele Loi
On the Moral Justification of Statistical Parity. CoRR (2020)
Michele Loi, Christoph Heitz, Markus Christen
A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data. SDS (2020)
Michele Loi, Christoph Heitz, Andrea Ferrario, Anita Schmid, Markus Christen
Towards an Ethical Code for Data-Based Business. SDS (2019)
Christoph Heitz, Roman Etschmann, Raoul Stoeckle, Thomas Bachmann, Matthias Templ
User-Based Redistribution in Free-Floating Bike Sharing Systems. OR (2018)
Christoph Heitz, Marcel Dettling, Andreas Ruckstuhl
Modelling customer lifetime value in contractual settings. Int. J. Serv. Technol. Manag. 16 (2) (2011)
Christoph Heitz, Andreas Ruckstuhl, Marcel Dettling
Customer Lifetime Value under Complex Contract Structures. IESS (2010)