conftrace_

agnostic setting

4 papers

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Co-occurring keywords

littlestone dimension (24) rejection mass (1) combinatorial dimension (5) optimal convergence (6) transductive online learning (2) convergence rate (607) mistake bound (52) regret bound (1926) nyström method (32) nyström approximation (19)

Papers

Multiclass Transductive Online Learning NIPS 2024
Optimal Convergence Rates for Agnostic Nyström Kernel Learning ICML 2023
The Relationship Between Agnostic Selective Classification, Active Learning and the Disagreement Coefficient JMLR 2019
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting AISTATS 2017