Author

Ali Emre Balcı

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#machine learning Preprint Sep 2026

Resource-Efficient Distributed Recursive Gaussian Processes

This work develops two distributed recursive GP algorithms for multi-output GP regression: ADMM-RGP and PDMM-RGP, which can significantly reduce communication relative to the state of the art, while maintaining comparable estimation accuracy and network-wide consensus.

Josephine King, Ali Emre Balcı, R. Rajan · 0 citations