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Online Learning-to-Defer with Varying Experts

stat.ML · 2026-05-12 · unverdicted · novelty 7.0 · 2 refs

Presents first online L2D algorithm for multiclass classification with bandit feedback and varying experts, achieving O((n+n_e)T^{2/3}) regret generally and O((n+n_e)√T) under low noise.

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  • Online Learning-to-Defer with Varying Experts stat.ML · 2026-05-12 · unverdicted · none · ref 34 · 2 links

    Presents first online L2D algorithm for multiclass classification with bandit feedback and varying experts, achieving O((n+n_e)T^{2/3}) regret generally and O((n+n_e)√T) under low noise.