Adam Golinski

Researcher, Apple

Joined

July 2019

Names

Adam Golinski

Emails

****@robots.ox.ac.uk (Confirmed)

****@qti.qualcomm.com (Confirmed)

****@gmail.com (Confirmed)

****@apple.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Apple (apple.com)

2022 – Present

PhD student

University of Oxford (ox.ac.uk)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Tom Rainforth

2016 – 2022

Expertise

No areas of expertise listed

Publications

SelfReflect: Can LLMs Communicate Their Internal Answer Distribution?
Michael Kirchhof, Luca Füger, Adam Golinski, Eeshan Gunesh Dhekane, Arno Blaas, Seong Joon Oh, Sinead Williamson
- ICLR 2026 Poster
- Readers: Everyone
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs
Preetum Nakkiran, Arwen Bradley, Adam Golinski, Eugene Ndiaye, Michael Kirchhof, Sinead Williamson
- ICLR 2026 Poster
- Readers: Everyone
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design
Deepro Choudhury, Sinead Williamson, Adam Golinski, Ning Miao, Freddie Bickford Smith, Michael Kirchhof, Yizhe Zhang, Tom Rainforth
- ICLR 2026 Poster
- Readers: Everyone
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design
Deepro Choudhury, Sinead Williamson, Adam Golinski, Ning Miao, Freddie Bickford Smith, Michael Kirchhof, Yizhe Zhang, Tom Rainforth
- CoRR 2025
- Readers: Everyone
Self-reflective Uncertainties: Do LLMs Know Their Internal Answer Distribution?
Michael Kirchhof, Luca Füger, Adam Golinski, Eeshan Gunesh Dhekane, Arno Blaas, Sinead Williamson
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
Self-reflective Uncertainties: Do LLMs Know Their Internal Answer Distribution?
Michael Kirchhof, Luca Füger, Adam Golinski, Eeshan Gunesh Dhekane, Arno Blaas, Sinead Williamson
- CoRR 2025
- Readers: Everyone
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results
Andrea Santilli, Adam Golinski, Michael Kirchhof, Federico Danieli, Arno Blaas, Miao Xiong, Luca Zappella, Sinead Williamson
- CoRR 2025
- Readers: Everyone
Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs
Yinong Oliver Wang, Nivedha Sivakumar, Falaah Arif Khan, Katherine Metcalf, Adam Golinski, Natalie Mackraz, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff
- ICML 2025 poster
- Readers: Everyone
Efficient and Effective Uncertainty Quantification for LLMs
Miao Xiong, Andrea Santilli, Michael Kirchhof, Adam Golinski, Sinead Williamson
- SafeGenAi Poster
- Readers: Everyone

View all 27 publications

Co-Authors

View all 54 co-authors