Desi R. Ivanova
Scholar

Desi R. Ivanova

Google Scholar ID: AmX6sMIAAAAJ
University of Oxford
Machine learning
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Citations & Impact
All-time
Citations
450
 
H-index
6
 
i10-index
5
 
Publications
18
 
Co-authors
15
list available
Contact
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Publications
5 items
Improving Semantic Uncertainty Quantification in Language Model Question-Answering via Token-Level Temperature Scaling
2026
Cited
0
JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference
2025
Cited
0
Step-DAD: Semi-Amortized Policy-Based Bayesian Experimental Design
2025
Cited
0
Extending Epistemic Uncertainty Beyond Parameters Would Assist in Designing Reliable LLMs
2025
Cited
0
Position: Don't use the CLT in LLM evals with fewer than a few hundred datapoints
2025
Cited
0
Resume (English only)
Co-authors
15 total
Adam Foster
Adam Foster
Microsoft Research AI for Science
Tom Rainforth
Tom Rainforth
Associate Professor, University of Oxford
Michael U. Gutmann
Michael U. Gutmann
University of Edinburgh
Stefan Bauer
Stefan Bauer
Helmholtz | TUM | CIFAR
Yarin Gal
Yarin Gal
Professor of Machine Learning, University of Oxford
Cheng Zhang
Cheng Zhang
GenAI, Meta, ex-Microsoft Research
Paul-Christian Bürkner
Paul-Christian Bürkner
Full Professor of Computational Statistics, TU Dortmund University
Laurence Aitchison
Laurence Aitchison
University of Bristol