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20182026
most citedA Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates

58 citations · 219 across the 25 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.LG2020

Boosting First-Order Methods by Shifting Objective: New Schemes with Faster Worst-Case Rates

Kaiwen Zhou, Anthony Man-Cho So, James Cheng

We propose a new methodology to design first-order methods for unconstrained strongly convex problems. Specifically, instead of tackling the original objective directly, we constru…

cs.DB2020★ 27 cited

Convolutional Embedding for Edit Distance

Xinyan Dai, Xiao Yan, Kaiwen Zhou +3

Edit-distance-based string similarity search has many applications such as spell correction, data de-duplication, and sequence alignment. However, computing edit distance is known…