Amartya Sanyal
Scholar

Amartya Sanyal

Google Scholar ID: cRLqsyYAAAAJ
University of Copenhagen
PrivacyMachine LearningAdversarial LearningLearning TheoryRobustness
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Citations & Impact
All-time
Citations
1,621
 
H-index
15
 
i10-index
16
 
Publications
20
 
Co-authors
20
list available
Contact
No contact links provided.
Publications
12 items
Language Generation with Replay: A Learning-Theoretic View of Model Collapse
2026
Cited
0
Less Noise, Same Certificate: Retain Sensitivity for Unlearning
2026
Cited
0
Adaptive Sampling for Private Worst-Case Group Optimization
2026
Cited
0
LoRA and Privacy: When Random Projections Help (and When They Don't)
2026
Cited
0
Learning in an Echo Chamber: Online Learning with Replay Adversary
2025
Cited
0
Fairness for the People, by the People: Minority Collective Action
2025
Cited
0
An Iterative Algorithm for Differentially Private $k$-PCA with Adaptive Noise
2025
Cited
0
Online Learning and Unlearning
2025
Cited
0
Resume (English only)
Co-authors
20 total
Philip Torr
Philip Torr
Professor, University of Oxford
Puneet K. Dokania
Puneet K. Dokania
University of Oxford | Bosch (Five AI)
Varun Kanade
Varun Kanade
University of Oxford
Fanny Yang
Fanny Yang
ETH Zurich
Ameya Prabhu
Ameya Prabhu
Tübingen AI Center, University of Tübingen
YAXI HU
YAXI HU
Max Planck Institute for Intelligent Systems
Matt J. Kusner
Matt J. Kusner
Polytechnique Montréal, Mila - Quebec AI Institute
David Scott Krueger
David Scott Krueger
Assistant Professor, University of Montreal, Mila