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Zhou Lu

Projection-free Adaptive Regret with Membership Oracles

Dec 14, 2022
Zhou Lu, Nataly Brukhim, Paula Gradu, Elad Hazan

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Efficient Adaptive Regret Minimization

Jul 13, 2022
Zhou Lu, Elad Hazan

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* Polished and fixed typos

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Non-convex online learning via algorithmic equivalence

May 30, 2022
Udaya Ghai, Zhou Lu, Elad Hazan

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Adaptive Gradient Methods with Local Guarantees

Mar 05, 2022
Zhou Lu, Wenhan Xia, Sanjeev Arora, Elad Hazan

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* Fixed a typo in Theorem 1

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The Convergence Rate of SGD's Final Iterate: Analysis on Dimension Dependence

Jun 28, 2021
Daogao Liu, Zhou Lu

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Curse of Dimensionality in Unconstrained Private Convex ERM

May 28, 2021
Daogao Liu, Zhou Lu

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