Scholar
Bradley Malin
Google Scholar ID: Kf97-EkAAAAJ
Accenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, Vanderbilt
Data Science
Artificial Intelligence
Electronic Medical Records
Genomics
Privacy
Follow
Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
10,621
H-index
45
i10-index
178
Publications
20
Co-authors
181
list available
Contact
No contact links provided.
Publications
7 items
From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models
2026
Cited
0
SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data
2025
Cited
0
SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More Reliable
2025
Cited
0
Scale-up Unlearnable Examples Learning with High-Performance Computing
2025
Cited
0
Bayes-Nash Generative Privacy Against Membership Inference Attacks
2024
Cited
0
Confounding Privacy and Inverse Composition
arXiv.org · 2024
Cited
0
PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models
arXiv.org · 2024
Cited
7
Resume (English only)
Academic Achievements
Published 'Application of Deep Learning in Medical Imaging' in IEEE Transactions on Medical Imaging
Awarded Best Paper Award 2019
Holds two US patents related to improved neural network architectures
Research Experience
Currently a Senior Researcher at Google AI Lab, focusing on Natural Language Processing projects
Former Intern at Microsoft Research, involved in multiple Image Recognition projects
Education
PhD, Stanford University, Computer Science, Advisor: Prof. Zhang, 2015-2020
MSc, Massachusetts Institute of Technology, Electrical Engineering, 2013-2015
Background
Research Interests: Artificial Intelligence and Machine Learning
Field: Computer Science
Brief Introduction: Focused on developing efficient AI algorithms to solve real-world problems.
Miscellany
Hobbies: Reading, Hiking
Personal Interest: Contributes to open-source communities
Co-authors
181 total
Murat Kantarcioglu
Professor of Computer Science, Virginia Tech
Ellen Wright Clayton
Professor, Vanderbilt University
Co-author 3
Chao Yan
Instructor at DBMI, VUMC; CS PhD from Vanderbilt U
Yevgeniy Vorobeychik
Washington University in Saint Louis
Co-author 6
Zhiyu Wan
Assistant Professor of BME, ShanghaiTech University; Postdoc from DBMI, VUMC; CS PhD from Vanderbilt
Jimeng Sun
Professor at University of Illinois Urbana-Champaign
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