NeurIPS is one of the few top conferences in the field of ML/AI. With HPI participation, two papers have just been accepted for the 2025 issue, plus two workshop papers. What's special about the first paper is that it is the result of a direct cooperation with the UCI. Lukas Laskowski visited the UCI for several months and was subsequently involved in the paper, among other things. It was also selected as a "Spotlight Talk" – the top 2% of all papers.
Learning Conditional Marked Event Sequences with Mixed Data Types
Felix Draxler, Yang Meng, Kai Nelson, Lukas Laskowski, Yibo Yang, Theofanis Karaletsos, Stephan Mandt
Image Tokens Matter: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
Weixing Wang, Zifeng Ding, Jindong Gu, Rui Cao, Christoph Meinel, Gerard de Melo, Haojin Yang
NeurIPS Workshop: Frontiers in Probabilistic Inference:
Learning meets Sampling Compression Meets Sampling: On Energy-Efficient Random Variate Generation
Johann Ukrow, Anna Kazachkova, Nicolas Alder, Sven Köhler, Ralf Herbrich
NeurIPS Workshop:
Regulatable Machine Learning AI, Climate, and Transparency: Operationalizing and Improving the AI Act
Nicolas Alder, Kai Ebert, Ralf Herbrich, Philipp Hacker
