Search Results for author: Sally Dong

Found 1 papers, 0 papers with code

Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity

no code implementations7 Aug 2022 Sally Dong, Haotian Jiang, Yin Tat Lee, Swati Padmanabhan, Guanghao Ye

In this work, we give an algorithm that minimizes the above convex formulation to $\epsilon$-accuracy in $\widetilde{O}(\sum_{i=1}^n d_i \log (1 /\epsilon))$ gradient computations, with no assumptions on the condition number.

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