Baturalp Buyukates
Scholar

Baturalp Buyukates

Google Scholar ID: JjASH4UAAAAJ
Assistant Professor, University of Birmingham
Trustworthy Machine LearningFederated LearningAge of InformationNetworks
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Citations & Impact
All-time
Citations
886
 
H-index
18
 
i10-index
23
 
Publications
20
 
Co-authors
26
list available
Contact
No contact links provided.
Publications
8 items
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
Kick Bad Guys Out! Conditionally Activated Anomaly Detection in Federated Learning with Zero-Knowledge Proof Verification
2023
Cited
1
Resume (English only)
Co-authors
26 total
Sennur Ulukus
Sennur Ulukus
Professor of Electrical and Computer Engineering, University of Maryland
Salman Avestimehr
Salman Avestimehr
Dean's Professor and Director of USC-Amazon Center on Trustworthy AI, USC
Melih Bastopcu
Melih Bastopcu
Assistant Professor, Bilkent University
Co-author 4
Co-author 4
Chaoyang He
Chaoyang He
Co-founder, TensorOpera AI and FedML; PhD in CS from University of Southern California
Shanshan Han
Shanshan Han
University of California, Irvine
Co-author 7
Co-author 7
Co-author 8
Co-author 8