Publications

A note on publication culture in Computer Science: Unlike many engineering and natural science disciplines, the primary venue for peer-reviewed research in Computer Science and Machine Learning are conferences, not journals. Top CS conferences such as AAAI, NeurIPS, or ICML have acceptance rates around 15–20% and are considered at least equivalent to high-ranking journals. Submitted papers undergo rigorous peer review, and accepted work is published in proceedings by established publishers (Springer, IEEE, ACM, etc.). This is reflected in how the community measures impact: the most cited and influential CS publications are predominantly conference papers. Additionally, preprint servers like arXiv play a central role in CS research by enabling rapid dissemination of results, often months before formal publication.

Unless marked otherwise, all publications listed below are peer-reviewed. Entries tagged Preprint or Science Communication are not peer-reviewed. The linked PDFs are generally preprints. Use the filter to show selected papers. This list is generated from a BibTeX file.