GenSVM: A Generalized Multiclass Support Vector Machine. - Gerrit J. J. van den Burg; Patrick J. F. Groenen (J. Mach. Learn. Res., 2016)

Fast Meta-Learning for Adaptive Hierarchical Classifier Design. - Gerrit J. J. van den Burg; Alfred O. Hero III (CoRR, 2017)

Wrangling messy CSV files by detecting row and type patterns. - Gerrit J. J. van den Burg; Alfredo Nazábal; Charles Sutton (Data Min. Knowl. Discov., 2019)

An Evaluation of Change Point Detection Algorithms. - Gerrit J. J. van den Burg; Christopher K. I. Williams (CoRR, 2020)

Probabilistic Sequential Matrix Factorization. - Ömer Deniz Akyildiz; Gerrit J. J. van den Burg; Theodoros Damoulas; Mark F. J. Steel (AISTATS, 2021)

On Memorization in Probabilistic Deep Generative Models. - Gerrit J. J. van den Burg; Christopher K. I. Williams (NeurIPS, 2021)

AI Assistants: A Framework for Semi-Automated Data Wrangling. - Tomas Petricek 001; Gerrit J. J. van den Burg; Alfredo Nazábal; Taha Ceritli; Ernesto Jiménez-Ruiz; Christopher K. I. Williams (IEEE Trans. Knowl. Data Eng., 2023)

Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation. - Nithish Kannen; Yao Ma; Gerrit J. J. van den Burg; Jean Baptiste Faddoul (EMNLP (Findings), 2024)

Aligning Black-box Language Models with Human Judgments. - Gerrit J. J. van den Burg; Gen Suzuki; Wei Liu; Murat Sensoy (NAACL (Findings), 2025)