News

May 11, 2026 πŸ“„ Preprint Task-Aware Calibration: Provably Optimal Decoding in LLMs.
Apr 30, 2026 πŸ† Task-Awareness Improves LLM Generations and Uncertainty was accepted at ICML 2026.
Jan 30, 2026 πŸ“„ Preprint Task-Awareness Improves LLM Generations and Uncertainty.
Dec 06, 2025 🎀 Attended EurIPS 2025 and gave an oral talk on Entropy Is Not Enough at the EIML workshop.
Nov 20, 2025 πŸŽ‰ Entropy Is Not Enough: Uncertainty Quantification for LLMs Fails Under Aleatoric Uncertainty was accepted at the EIML@EurIPS 2025 Workshop and at the SPIGM@NeurIPS 2025 Workshop.
Nov 07, 2025 πŸ“„ Preprint The Illusion of Certainty: Uncertainty Quantification for LLMs Fails Under Ambiguity.
Nov 01, 2025 πŸŽ“ Started my PhD in the DAML group at the Technical University of Munich under the supervision of Prof. Stephan GΓΌnnemann.