Scholar
Baturalp Buyukates
Google Scholar ID: JjASH4UAAAAJ
Assistant Professor, University of Birmingham
Trustworthy Machine Learning
Federated Learning
Age of Information
Networks
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
886
H-index
18
i10-index
23
Publications
20
Co-authors
26
list available
Publications
9 items
Latent Information Sharing for Accelerating Federated Learning
2026
Cited
0
Don't Always Pick the Highest-Performing Model: An Information Theoretic View of LLM Ensemble Selection
2026
Cited
0
Uncertainty Quantification for Hallucination Detection in Large Language Models: Foundations, Methodology, and Future Directions
2025
Cited
0
Balancing Information Accuracy and Response Timeliness in Networked LLMs
2025
Cited
0
Reconsidering LLM Uncertainty Estimation Methods in the Wild
2025
Cited
0
Privacy-preserving Prompt Personalization in Federated Learning for Multimodal Large Language Models
2025
Cited
0
FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling
2025
Cited
0
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs
arXiv.org · 2024
Cited
0
Load more
Co-authors
15 total
Sennur Ulukus
Professor of Electrical and Computer Engineering, University of Maryland
Salman Avestimehr
Dean's Professor and Director of USC-Amazon Center on Trustworthy AI, USC
Melih Bastopcu
Assistant Professor, Bilkent University
Chaoyang He
Co-founder, TensorOpera AI and FedML; PhD in CS from University of Southern California
Shanshan Han
University of California, Irvine
Duygu Nur Yaldiz
University of Southern California
Yavuz Bakman
Graduate Student, USC
Chenyang Tao
Applied Scientist, Amazon; Former Senior Research Associate, Duke University (Statistics and ECE)
