conftrace_

universal learnability

2 papers

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Co-occurring keywords · papers mentioning both

theoretical characterization (1) littlestone tree (1) multiclass online learning (1) realizable learning (1) optimistically universal (1) realizable setting (1) agnostic setting (1) concept class (1) bandit feedback (1) agnostic learning (1)

Papers

For Universal Multiclass Online Learning, Bandit Feedback and Full Supervision are Equivalent ALT 2025 A Theory of Optimistically Universal Online Learnability for General Concept Classes NeurIPS 2024