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Michael I. Jordan — most-cited papers & profile · Federated Learning
← authors
·
overview
Michael I. Jordan
50
papers ·
2031
citations ·
163
h-index
Institut national de recherche en sciences et technologies du numérique · Sierra BioMedical (United States) · Sierra Engineering (United States) · University of California, Berkeley
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Most-cited papers
Mechanisms that Incentivize Data Sharing in Federated Learning
2022 · 15 citations
TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels
2022 · 5 citations
Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees
2022 · 1 citations
Federated Conformal Predictors for Distributed Uncertainty Quantification
2023 · 1 citations
On-Demand Sampling: Learning Optimally from Multiple Distributions
2022
Evaluating and Incentivizing Diverse Data Contributions in Collaborative Learning
2023
Scaff-PD: Communication Efficient Fair and Robust Federated Learning
2023
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
2024
Top co-authors
Sai Praneeth Karimireddy
· 6
Yaodong Yu
· 3
Alexander Wei
· 1
Baihe Huang
· 1
Banghua Zhu
· 1
Charles Lu
· 1
Dawn Song
· 1
Eric Zhao
· 1
Jiantao Jiao
· 1
Lun Wang
· 1
Nika Haghtalab
· 1
Qi Pang
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Optimization
Communication
math.ST
stat.ML