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local rademacher complexity

10 papers

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Also known as

LRC

Co-occurring keywords

generalization bound (652) excess risk bound (38) multi-class classification (280) kernel methods (1097) eigenvalue decay (16) multi-output learning (13) generalization error bound (51) convergence rate (607) over-parameterized network (11) minimax optimal rate (24)

Papers

Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization AAAI 2025
Exponential Tail Local Rademacher Complexity Risk Bounds Without the Bernstein Condition JMLR 2024
Nonparametric Regression Using Over-parameterized Shallow ReLU Neural Networks JMLR 2024
Optimistic Rates for Multi-Task Representation Learning NIPS 2023
Generalization Bounds for Adversarial Metric Learning IJCAI 2023
Optimistic Bounds for Multi-output Learning ICML 2020
Multi-Class Learning using Unlabeled Samples: Theory and Algorithm IJCAI 2019
Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning JMLR 2018
Learning Kernels Using Local Rademacher Complexity NIPS 2013
The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning NIPS 2011