Scholar
Antti Honkela
Google Scholar ID: XsyLs6AAAAAJ
Professor, University of Helsinki
Machine Learning
Differential Privacy
Bayesian Inference
Bioinformatics
#UnivHelsinkiCS
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Citations & Impact
All-time
Citations
2,152
H-index
25
i10-index
41
Publications
20
Co-authors
12
list available
Publications
19 items
Efficient Provably Private Classification with a Tabular Foundation Model
2026
Cited
0
On Choosing the $μ$ Parameter in Gaussian Differential Privacy
2026
Cited
0
On Reliability of Efficient Membership Inference Vulnerability Evaluation
2026
Cited
0
Beyond Square Roots: Explicit Memory-Efficient Factorization for Multi-Epoch Private Learning
2026
Cited
0
$f$-Differential Privacy Filters: Validity and Approximate Solutions
2026
Cited
0
Beyond Membership: Limitations of Add/Remove Adjacency in Differential Privacy
2025
Cited
0
On Optimal Hyperparameters for Differentially Private Deep Transfer Learning
2025
Cited
0
Empirical Comparison of Membership Inference Attacks in Deep Transfer Learning
2025
Cited
0
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Co-authors
6 total
Harri Valpola
System 2 AI
Magnus Rattray
University of Manchester
Neil D. Lawrence
University of Cambridge
Alexander Ilin
Aalto University
Bjoern Menze
Universität Zürich
Michalis Titsias
DeepMind
