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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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