ML Anthology

van Stein, Niki

6 publications

TMLR 2026 State Design Matters: How Representations Shape Dynamic Reasoning in Large Language Models Annie Wong, Aske Plaat, Thomas Bäck, Niki van Stein, Anna V Kononova
JAIR 2025 Agentic Large Language Models, a Survey Aske Plaat, Max J. van Duijn, Niki van Stein, Mike Preuss, Peter van der Putten, Kees Joost Batenburg
NeurIPS 2025 Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching Zhong Li, Qi Huang, Yuxuan Zhu, Lincen Yang, Mohammad Mohammadi Amiri, Niki van Stein, Matthijs van Leeuwen
NeurIPSW 2024 Adaptive Hybrid Model Pruning in Federated Learning Through Loss Exploration Christian Internò, Elena Raponi, Niki van Stein, Thomas Bäck, Markus Olhofer, Yaochu Jin, Barbara Hammer
ICMLW 2024 Adaptive Model Pruning in Federated Learning Through Loss Exploration Christian Internò, Elena Raponi, Niki van Stein, Thomas Bäck, Markus Olhofer, Yaochu Jin, Barbara Hammer
ICCVW 2023 Clustering-Based Domain-Incremental Learning Christiaan Lamers, René Vidal, Nabil Belbachir, Niki van Stein, Thomas Bäck, Paris Giampouras