Exponential tail local Rademacher complexity risk bounds without the Bernstein condition
The local Rademacher complexity framework is one of the most successful general-purpose toolboxes for establishing sharp excess risk bounds for statistical estimators based on empirical risk minimization. However, applying this toolbox typically requires using the Bernstein condition, which often re...
| Main Authors: | , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
Journal of Machine Learning Research
2024
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