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Giulia Fanti — most-cited papers & profile · Large Language Models
← authors
·
overview
Giulia Fanti
9
papers ·
17
citations ·
26
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Efficient Algorithms for Federated Saddle Point Optimization
2021 · 9 citations
FedChain: Chained Algorithms for Near-Optimal Communication Cost in Federated Learning
2021 · 2 citations
Locally Differentially Private Sparse Vector Aggregation
2021 · 2 citations
Towards A Defense Against Federated Backdoor Attacks Under Continuous Training
2022 · 1 citations
Towards a Defense Against Federated Backdoor Attacks Under Continuous Training
2022 · 1 citations
Privately Customizing Prefinetuning to Better Match User Data in Federated Learning
2023 · 1 citations
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs
2024 · 1 citations
POPri: Private Federated Learning using Preference-Optimized Synthetic Data
2025
POPri: Private Federated Learning using Preference-Optimized Synthetic Data
2025
Topics
Federated Learning
Privacy
Communication
Optimization
Policy Gradient
RLHF & Alignment
Data Heterogeneity