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Nikola Konstantinov — most-cited papers & profile · Federated Learning
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overview
Nikola Konstantinov
4
papers ·
16
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Data Leakage in Federated Averaging
2022 · 15 citations
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization
2023 · 1 citations
Incentivizing Truthful Collaboration in Heterogeneous Federated Learning
2024
Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains
2024
Top co-authors
Martin Vechev
· 2
Nikita Tsoy
· 2
Anna Mihalkova
· 1
Dimitar Chakarov
· 1
Dimitar I. Dimitrov
· 1
Florian E. Dorner
· 1
Georgi Pashaliev
· 1
Kristian Minchev
· 1
Mislav Balunovi\'c
· 1
Teodora Todorova
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Privacy