Sunil Gupta
Scholar

Sunil Gupta

Google Scholar ID: bXeL2t8AAAAJ
Professor, Head of AI Optimization and Materials Discovery, Deakin University
Machine LearningBayesian OptimizationLarge Language ModelsAdaptive TrialsMaterials Discovery
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
16,478
 
H-index
48
 
i10-index
452
 
Publications
20
 
Co-authors
31
list available
Contact
No contact links provided.
Publications
12 items
A Statistical Approach to Estimating Sample Size of Machine Learning Models
2026
Cited
0
Similarity-Aware Personalized Federated Learning in Heterogeneous Environments
2026
Cited
0
SMOTE-VAR: An Uncertainty-Aware Oversampling Method for Predicting Depression Remission in University Students
2026
Cited
0
LLM as Detector: An In-context Learning Approach for Tabular Anomaly Detection
2026
Cited
0
Uncertainty-Aware Budget Allocation for Adaptive Test-Time Reasoning
2026
Cited
0
Post-Optimization Adaptive Rank Allocation for LoRA
2026
Cited
0
Improving Diversity in Black-box Few-shot Knowledge Distillation
2026
Cited
0
Diverse Image Priors for Black-box Data-free Knowledge Distillation
2026
Cited
0
Resume (English only)
Co-authors
31 total
Svetha Venkatesh
Svetha Venkatesh
Deakin Distinguished Professor, Deakin University
Santu Rana
Santu Rana
Associate Professor of Computer Science, Deakin University
Dinh Phung
Dinh Phung
Professor, Monash University
Truyen Tran
Truyen Tran
Professor | Head of AI, Health and Science @ Deakin University
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Vu Nguyen
Vu Nguyen
Senior ML Scientist, Amazon
Wei Luo
Wei Luo
Deakin University