Min P Sampling: Balancing Creativity and Coherence at High Temperature. - Minh Nguyen; Andrew Baker; Andreas Kirsch 004; Clement Neo (CoRR, 2024)

(Implicit) Ensembles of Ensembles: Epistemic Uncertainty Collapse in Large Models. - Andreas Kirsch 004 (CoRR, 2024)

All models are wrong, some are useful: Model Selection with Limited Labels. - Patrik Okanovic; Andreas Kirsch 004; Jannes Kasper; Torsten Hoefler; Andreas Krause 001; Nezihe Merve Gürel (AISTATS, 2025)

Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs. - Nguyen Nhat Minh; Andrew Baker; Clement Neo; Allen G. Roush; Andreas Kirsch 004; Ravid Shwartz-Ziv (ICLR, 2025)