Poster "heterogeneous data" Papers

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FedLPA: Local Prior Alignment for Heterogeneous Federated Generalized Category Discovery

Geeho Kim, Jinu Lee, Bohyung Han

NEURIPS 2025

Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression

Michael Crawshaw, Blake Woodworth, Mingrui Liu

ICLR 2025arXiv:2501.13790
1
citations

REINFORCEMENT LEARNING FOR INDIVIDUAL OPTIMAL POLICY FROM HETEROGENEOUS DATA

Rui Miao, Babak Shahbaba, Annie Qu

NEURIPS 2025arXiv:2505.09496
1
citations

Collaborative Heterogeneous Causal Inference Beyond Meta-analysis

Tianyu Guo, Sai Praneeth Karimireddy, Michael Jordan

ICML 2024arXiv:2404.15746
4
citations

Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses

Changyu Gao, Andrew Lowy, Xingyu Zhou et al.

ICML 2024arXiv:2407.09690
10
citations