"local learning" Papers

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Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation

Satoki Ishikawa, Rio Yokota, Ryo Karakida

ICLR 2025arXiv:2411.02001
1
citations

Local Mixtures of Experts: Essentially Free Test-Time Training via Model Merging

Ryo Bertolissi, Jonas Hübotter, Ido Hakimi et al.

COLM 2025paperarXiv:2505.14136
6
citations

MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network

Yuming Zhang, Shouxin Zhang, Peizhe Wang et al.

AAAI 2025paperarXiv:2406.16633
3
citations

Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation

Yibo Yang, Xiaojie Li, Motasem Alfarra et al.

ICML 2024arXiv:2406.05222
7
citations