Publications

1. Scalable Data Debugging for Neighborhood-based Recommendation with Data Shapley Values
   ACM RecSys 2025 (Spotlight Oral)
   B. Kersbergen, O. Sprangers, B. Karlaš, M. de Rijke, S. Schelter
   PDF Code

2. ETUDE - Evaluating the Inference Latency of Session-Based Models at Scale
   IEEE ICDE 2024
   B. Kersbergen, O. Sprangers, F. Kootte, S. Guha, M. de Rijke, S. Schelter
   PDF Code

3. Serving Low-Latency Session-Based Recommendations at bol.com
   ECIR 2022 (industry talk)
   B. Kersbergen, O. Sprangers, S. Schelter
   PDF

4. Serenade - Low-Latency Session-Based Recommendation in e-Commerce at Scale.
   ACM SIGMOD 2022
   B. Kersbergen, O. Sprangers, S. Schelter
   PDF Code Video

5. Learnings from a Retail Recommendation System on Billions of Interactions at bol.com.
   IEEE ICDE 2021
   B. Kersbergen, S. Schelter
   PDF

PhD Thesis

Expanding Boundaries in Scalable Session-Based Recommendations
University of Amsterdam, 2025
PDF