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excess error bound

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Co-occurring keywords · papers mentioning both

consistency bound (2) surrogate loss (2) minimizability gap (1) excess error guarantee (1) growth rate (1) excess error (1) private algorithm (1) hypothesis set (1) adversarial loss (1) geometric median (1)

Papers

A Universal Growth Rate for Learning with Smooth Surrogate Losses NeurIPS 2024 Private Geometric Median NeurIPS 2024 H-Consistency Bounds for Surrogate Loss Minimizers ICML 2022