Christopher Bockel-Rickermann

Researcher, KU Leuven

Joined

April 2024

Names

Christopher Bockel-Rickermann (Preferred)

Emails

****@kuleuven.be (Confirmed)

****@gmail.com

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

KU Leuven (kuleuven.be)

2024 – Present

PhD student

Faculty of Economics & Business, KU Leuven (kuleuven.be)

2021 – 2024

MS student

Faculty of Economics & Business, KU Leuven (kuleuven.be)

2017 – 2019

Undergrad student

Karlsruher Institut für Technologie (kit.edu)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Wouter Verbeke

2021 – 2024

PhD Advisor

Tim Verdonck

2021 – 2024

Expertise

No areas of expertise listed

Publications

Can causal machine learning reveal individual bid responses of bank customers? - A study on mortgage loan applications in Belgium
Christopher Bockel-Rickermann, Sam Verboven, Tim Verdonck, Wouter Verbeke
- Decis. Support Syst. 2025
- Readers: Everyone
Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation
Christopher Bockel-Rickermann, Toon Vanderschueren, Tim Verdonck, Wouter Verbeke
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Using representation balancing to learn conditional-average dose responses from clustered data
Christopher Bockel-Rickermann, Toon Vanderschueren, Jeroen Berrevoets, Tim Verdonck, Wouter Verbeke
- Accepted by TMLR
- Readers: Everyone
Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation
Christopher Bockel-Rickermann, Toon Vanderschueren, Tim Verdonck, Wouter Verbeke
- CoRR 2024
- Readers: Everyone
Uplift modeling with continuous treatments: A predict-then-optimize approach
Simon De Vos, Christopher Bockel-Rickermann, Stefan Lessmann, Wouter Verbeke
- CoRR 2024
- Readers: Everyone
Fraud analytics: A decade of research: Organizing challenges and solutions in the field
Christopher Bockel-Rickermann, Tim Verdonck, Wouter Verbeke
- Expert Syst. Appl. 2023
- Readers: Everyone
Learning continuous-valued treatment effects through representation balancing
Christopher Bockel-Rickermann, Toon Vanderschueren, Jeroen Berrevoets, Tim Verdonck, Wouter Verbeke
- CoRR 2023
- Readers: Everyone
A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions
Christopher Bockel-Rickermann, Sam Verboven, Tim Verdonck, Wouter Verbeke
- CoRR 2023
- Readers: Everyone
Fraud Analytics: A Decade of Research - Organizing Challenges and Solutions in the Field
Christopher Bockel-Rickermann, Tim Verdonck, Wouter Verbeke
- CoRR 2022
- Readers: Everyone
Predicting Day-Ahead Stock Returns using Search Engine Query Volumes: An Application of Gradient Boosted Decision Trees to the S&P 100
Christopher Bockel-Rickermann
- CoRR 2022
- Readers: Everyone

Christopher Bockel-Rickermann

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors