Uplift modeling with continuous treatments: A predict-then-optimize approach

Authors: De Vos, Simon, Bockel-Rickermann, Christopher, Lessmann, Stefan, Verbeke, Wouter

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.09232

Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation

Authors: Bockel-Rickermann, Christopher, Vanderschueren, Toon, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Machine Learning, 62D20

Access URL: http://arxiv.org/abs/2406.08206

Using representation balancing to learn conditional-average dose responses from clustered data

Authors: Bockel-Rickermann, Christopher, Vanderschueren, Toon, Berrevoets, Jeroen, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Machine Learning, Statistics - Methodology, 62D20

Access URL: http://arxiv.org/abs/2309.03731

A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions

Authors: Bockel-Rickermann, Christopher, Verboven, Sam, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Machine Learning, Economics - Econometrics

Access URL: http://arxiv.org/abs/2309.03730

Fraud Analytics: A Decade of Research -- Organizing Challenges and Solutions in the Field

Authors: Bockel-Rickermann, Christopher, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2212.04329

Can causal machine learning reveal individual bid responses of bank customers? — A study on mortgage loan applications in Belgium

Authors: Bockel-Rickermann, Christopher ^{a, ⁎}, Verboven, Sam ^b, Verdonck, Tim ^{c, d}, Verbeke, Wouter ^a

Source: In Decision Support Systems March 2025 190

Predicting Day-Ahead Stock Returns using Search Engine Query Volumes: An Application of Gradient Boosted Decision Trees to the S&P 100

Authors: Bockel-Rickermann, Christopher

Subject Terms: Economics - Econometrics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2205.15853

Fraud analytics: A decade of research

Authors: Bockel-Rickermann, Christopher, Verdonck, Tim, Verbeke, Wouter

Source: Expert systems with applications. 232

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100195580437.0x000001&indx=1&recIds=ETOCvdc_100195580437.0x000001