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2020 – today
- 2024
[c17]Joachim Baumann
, Piotr Sapiezynski, Christoph Heitz, Aniko Hannak:
Fairness in Online Ad Delivery. FAccT 2024: 1418-1432- [c16]Corinna Hertweck, Michele Loi, Christoph Heitz:
Group Fairness Refocused: Assessing the Social Impact of ML Systems. SDS 2024: 189-196 - [i10]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 abs/2407.12488 (2024) - 2023
- [c15]Joachim Baumann, Anikó Hannák, Christoph Heitz:
Fair Machine Learning Through Post-processing: The Case of Predictive Parity. EWAF 2023 - [c14]Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz:
Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. EWAF 2023 - [c13]Corinna Hertweck, Joachim Baumann, Michele Loi, Christoph Heitz:
FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. EWAF 2023 - [e1]José M. Álvarez, Alessandro Fabris, Christoph Heitz, Corinna Hertweck, Michele Loi, Meike Zehlike:
Proceedings of the 2nd European Workshop on Algorithmic Fairness, Winterthur, Switzerland, June 7th to 9th, 2023. CEUR Workshop Proceedings 3442, CEUR-WS.org 2023 [contents] - [i9]Teresa Scantamburlo, Joachim Baumann, Christoph Heitz:
On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model. CoRR abs/2310.05598 (2023) - 2022
- [c12]Michele Loi, Christoph Heitz:
Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory. FAccT 2022: 2026-2034 - [c11]Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi:
People are not coins: Morally distinct types of predictions necessitate different fairness constraints. FAccT 2022: 2293-2301 - [c10]Joachim Baumann, Anikó Hannák, Christoph Heitz:
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency. FAccT 2022: 2315-2326 - [c9]Joachim Baumann, Christoph Heitz:
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation. SDS 2022: 19-25 - [c8]Jürg Meierhofer, Rodolfo Benedech, Christoph Heitz:
On the Value of Data: Multi-Objective Maximization of Value Creation in Data-Driven Industrial Services. SDS 2022: 33-39 - [i8]Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi:
People are not coins. Morally distinct types of predictions necessitate different fairness constraints. CoRR abs/2204.10305 (2022) - [i7]Michele Loi, Christoph Heitz:
Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory. CoRR abs/2205.05512 (2022) - [i6]Joachim Baumann, Anikó Hannák, Christoph Heitz:
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency. CoRR abs/2206.02237 (2022) - [i5]Corinna Hertweck, Joachim Baumann, Michele Loi, Eleonora Viganò, Christoph Heitz:
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs. CoRR abs/2206.02891 (2022) - [i4]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 abs/2206.02897 (2022) - [i3]Joachim Baumann, Christoph Heitz:
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation. CoRR abs/2210.10456 (2022) - 2021
- [c7]Corinna Hertweck, Christoph Heitz, Michele Loi:
On the Moral Justification of Statistical Parity. FAccT 2021: 747-757 - [c6]Corinna Hertweck, Christoph Heitz:
A Systematic Approach to Group Fairness in Automated Decision Making. SDS 2021: 1-6 - [c5]Jürg Meierhofer, Christoph Heitz:
Service Customization: Optimizing Value Creation and Capture by Designing the Customer Journey. SDS 2021: 32-38 - [i2]Corinna Hertweck, Christoph Heitz:
A Systematic Approach to Group Fairness in Automated Decision Making. CoRR abs/2109.04230 (2021) - 2020
- [c4]Michele Loi, Christoph Heitz, Markus Christen:
A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data. SDS 2020: 41-46 - [i1]Corinna Hertweck, Christoph Heitz, Michele Loi:
On the Moral Justification of Statistical Parity. CoRR abs/2011.02079 (2020)
2010 – 2019
- 2019
- [c3]Michele Loi, Christoph Heitz, Andrea Ferrario, Anita Schmid, Markus Christen:
Towards an Ethical Code for Data-Based Business. SDS 2019: 6-12 - 2018
- [c2]Christoph Heitz, Roman Etschmann, Raoul Stoeckle, Thomas Bachmann, Matthias Templ:
User-Based Redistribution in Free-Floating Bike Sharing Systems. OR 2018: 555-562 - 2013
- [p1]Javier Soriano, Christoph Heitz, Hans-Peter Hutter, Rafael Fernández, Juan José Hierro, Jürgen Vogel, Andy Edmonds, Thomas Michael Bohnert:
Internet of Services. Evolution of Telecommunication Services 2013: 283-325 - 2011
- [j1]Christoph Heitz, Marcel Dettling, Andreas Ruckstuhl:
Modelling customer lifetime value in contractual settings. Int. J. Serv. Technol. Manag. 16(2): 172-190 (2011) - 2010
- [c1]Christoph Heitz, Andreas Ruckstuhl, Marcel Dettling:
Customer Lifetime Value under Complex Contract Structures. IESS 2010: 276-281
Coauthor Index
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