Antti Honkela
Scholar

Antti Honkela

Google Scholar ID: XsyLs6AAAAAJ
Professor, University of Helsinki
Machine LearningDifferential PrivacyBayesian InferenceBioinformatics#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
Contact
No contact links provided.
Publications
15 items
$f$-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
Accuracy-First Rényi Differential Privacy and Post-Processing Immunity
2025
Cited
0
An Interactive Framework for Finding the Optimal Trade-off in Differential Privacy
2025
Cited
0
Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping
2025
Cited
0
$(varepsilon, delta)$ Considered Harmful: Best Practices for Reporting Differential Privacy Guarantees
2025
Cited
0
Resume (English only)
Co-authors
12 total
Harri Valpola
Harri Valpola
System 2 AI
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Neil D. Lawrence
Neil D. Lawrence
University of Cambridge
Co-author 5
Co-author 5
Alexander Ilin
Alexander Ilin
Aalto University
Co-author 7
Co-author 7
Bjoern Menze
Bjoern Menze
Universität Zürich