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local learning

21 papers

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Co-occurring keywords

support vector machine (976) kernel methods (1096) neural network optimization (1293) nearest neighbor (218) credit assignment (95) neural network (6616) representation learning (6174) unsupervised learning (3255) optimization problem (37) retrieval model (52)

Papers

Feedback Alignment Meets Low-Rank Manifolds: A Structured Recipe for Local Learning WACV 2026
LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization WACV 2025
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network AAAI 2025
A Statistical Perspective on Retrieval-Based Models ICML 2023
Formalizing locality for normative synaptic plasticity models NIPS 2023
A composable machine-learning approach for steady-state simulations on high-resolution grids NIPS 2022
Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? IJCAI 2022
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning CVPR 2022
The least-control principle for local learning at equilibrium NIPS 2022
Interlocking Backpropagation: Improving depthwise model-parallelism JMLR 2022
Active Local Learning COLT 2020
Two Routes to Scalable Credit Assignment without Weight Symmetry ICML 2020
LoCo: Local Contrastive Representation Learning NIPS 2020
Non-linear motor control by local learning in spiking neural networks ICML 2018
Optimal Learning Rates for Localized SVMs JMLR 2016
Label optimal regret bounds for online local learning COLT 2015
Fine-Grained Visual Comparisons with Local Learning CVPR 2014
Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms NIPS 2013
Fast and Scalable Local Kernel Machines JMLR 2010
A Local Learning Approach for Clustering NIPS 2006