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cs.LG 1

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2025 1

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CONDITIONAL 1

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Mistake-bounded online learning with operation caps

cs.LG · 2025-09-04 · conditional · novelty 7.0

The paper proves opt_ag,weak(F, eta) = O((k ln k) opt_std(F) + k eta), matching the known lower bound, and develops a new operation-caps model for mistake-bounded online learning.

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  • Mistake-bounded online learning with operation caps cs.LG · 2025-09-04 · conditional · none · ref 8

    The paper proves opt_ag,weak(F, eta) = O((k ln k) opt_std(F) + k eta), matching the known lower bound, and develops a new operation-caps model for mistake-bounded online learning.