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Wouter Verbeke

Beware of "Explanations" of AI

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Apr 09, 2025
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Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review

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Mar 31, 2025
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Uplift modeling with continuous treatments: A predict-then-optimize approach

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Dec 12, 2024
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Using dynamic loss weighting to boost improvements in forecast stability

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Sep 26, 2024
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Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation

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Jun 12, 2024
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Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation

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May 31, 2024
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Metalearners for Ranking Treatment Effects

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May 03, 2024
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Uplift vs. predictive modeling: a theoretical analysis

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Sep 21, 2023
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Learning continuous-valued treatment effects through representation balancing

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Sep 07, 2023
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A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions

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Sep 07, 2023
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