The paper introduces ℓ*-smoothness, a norm-dual generalization of ℓ-smoothness, and proves classical O(1/T), O(1/T²), and Õ(1/√t) rates for mirror descent, accelerated mirror descent, optimistic mirror descent, mirror prox, and stochastic mirror descent.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Mirror Descent Under Generalized Smoothness
The paper introduces ℓ*-smoothness, a norm-dual generalization of ℓ-smoothness, and proves classical O(1/T), O(1/T²), and Õ(1/√t) rates for mirror descent, accelerated mirror descent, optimistic mirror descent, mirror prox, and stochastic mirror descent.