Scholar
Rik Sarkar
Google Scholar ID: rmMWizEAAAAJ
Reader (Associate Professor), University of Edinburgh
Machine learning
Privacy
Graph Machine Learning
Topological Data analysis
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Citations & Impact
All-time
Citations
5,741
H-index
31
i10-index
48
Publications
20
Co-authors
44
list available
Publications
4 items
Generalization in Neural Networks Through the Lens of Magnitude Potential
2026
Cited
0
Magnitude Distance: A Geometric Measure of Dataset Similarity
2026
Cited
0
PrivaDE: Privacy-preserving Data Evaluation for Blockchain-based Data Marketplaces
2025
Cited
0
Metric Space Magnitude for Evaluating the Diversity of Latent Representations
2023
Cited
1
Co-authors
12 total
Jie Gao
Professor of Computer Science, Rutgers University
Rayna Andreeva
University of Edinburgh
Baharan Mirzasoleiman
UCLA
David Xianfeng Gu
Professor of Computer Science, Affiliate Professor of Applied Mathematics, Stony Brook
Joseph S. B. Mitchell
Distinguished Professor, Applied Mathematics and Computer Science, Stony Brook University
Carl Allen
École Normale Supérieure, Paris
Andreas Krause
Professor of Computer Science, ETH Zurich
Mahesh K. Marina
School of Informatics, The University of Edinburgh
