Dimitar Iliev Dimitrov
6 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(15)
Conferences
ICLR (4)
ICML (2)
Top co-authors
Research topics
Keywords
federated learning
(1)
uncertainty quantification
(1)
tabular datum
(1)
privacy leakage
(1)
fair representation learning
(1)
optimization problem
(1)
finite sample bound
(1)
reconstruction attack
(1)
fairness certificate
(1)
downstream classifier
(1)
unfairness bound
(1)
data reconstruction attack
(1)
encoder restriction
(1)
Papers
GRAIN: Exact Graph Reconstruction from Gradients
ICLR 2025
Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning
ICLR 2024
FARE: Provably Fair Representation Learning with Practical Certificates
ICML 2023
TabLeak: Tabular Data Leakage in Federated Learning
ICML 2023
Bayesian Framework for Gradient Leakage
ICLR 2022
Provably Robust Adversarial Examples
ICLR 2022