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Papers Benchmarks Datasets Tasks

Online Convex Optimization research benchmarks · SOTA2 Research

Online Convex Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Online Convex Optimization Theoretical

1Constraint Violation

8

Mar 24, 2026

Online Convex Optimization with Delays

1Regret Bound

1

Jun 11, 2026

Unit ball domain

—

—Primary metric

0

Feb 26, 2026

DP-OCO Theoretical setting approximate (ε, δ)-DP

—

—Primary metric

0

Feb 26, 2026

Online Convex Optimization Smooth functions Small-loss L_T

—

—Primary metric

0

Feb 26, 2026

Online Convex Optimization General (Standard rounds T)

—

—Primary metric

0

Feb 26, 2026

Online learning with Convex functions

—

—Primary metric

0

Feb 26, 2026

Online learning Exp-concave functions

—

—Primary metric

0

Feb 26, 2026

Online learning with Strongly Convex functions

—

—Primary metric

0

Feb 26, 2026

Almost static environments

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Online Convex Optimization Online learning Almost static environments Online learning with Convex functions DP-OCO

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