3 citations · 4 across the 5 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions
Christopher Bockel-Rickermann, Sam Verboven, Tim Verdonck +1
In lending, where prices are specific to both customers and products, having a well-functioning personalized pricing policy in place is essential to effective business making. Typi…
cs.LG2023
Sample-Level Weighting for Multi-Task Learning with Auxiliary Tasks
Emilie Grégoire, Hafeez Chaudhary, Sam Verboven
Multi-task learning (MTL) can improve the generalization performance of neural networks by sharing representations with related tasks. Nonetheless, MTL can also degrade performance…