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Regularized Online Exponentially Concave Optimization

https://doi.org/10.2139/ssrn.4651334
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17/17 checkable references clean · checked 2026-08-27

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The 17 checked references that resolve
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Logarithmic regret algorithms for online convex optimization
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A primal-dual perspective of online learning algorithms
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Online Learning and Online Convex Optimization
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resolves10.1016/j.neucom.2017.06.084
Incremental on-line learning: A review and comparison of state of the art algorithms
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Distributed online convex optimization with a bandit primal-dual mirror descent push-sum algorithm
resolves10.1016/j.neucom.2019.03.094
Online distributed stochastic learning algorithm for convex optimization in time-varying directed networks
resolves10.1007/s11432-012-4632-5
Sparse SAR imaging based on L 1/2 regularization
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Introduction to Online Convex Optimization
resolves10.1109/TIT.2004.833339
On the Generalization Ability of On-Line Learning Algorithms
resolves10.1007/s10107-007-0149-x
Primal-dual subgradient methods for convex problems
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Simple and deterministic matrix sketching
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Frequent Directions: Simple and Deterministic Matrix Sketching
The 18 references without a DOI — listed, not checked
no DOI — not checkedEfficient online and batch learning using forward backward splitting
no DOI — not checkedDual averaging method for regularized stochastic learning and online optimization
no DOI — not checkedComposite objective mirror descent
no DOI — not checkedSparse Online Learning via Truncated Gradient
no DOI — not checkedOnline convex programming and generalized infinitesimal gradient ascent
no DOI — not checkedOnline convex programming and generalized infinitesimal gradient ascent
no DOI — not checkedStrongly adaptive online learning over partial intervals
no DOI — not checkedBeyond logarithmic bounds in online learning
no DOI — not checkedProjection-free online learning
no DOI — not checkedOptimal strategies and minimax lower bounds for online convex games
no DOI — not checkedBeyond the regret minimization barrier: optimal algorithms for stochastic strongly-convex optimization
no DOI — not checkedA simple analysis for exp-concave empirical minimization with arbitrary convex regularizer
no DOI — not checkedLower and upper bounds on the generalization of stochastic exponentially concave optimization
no DOI — not checkedConvergence rates of inexact proximalgradient methods for convex optimization
no DOI — not checkedEfficient second order online learning by sketching
no DOI — not checkedRobust frequent directions with application in online learning
no DOI — not checkedref34
no DOI — not checkedLogistic regression: Tight bounds for stochastic and online optimization
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