Search Results for author: Ismail Yunus Akhalwaya

Found 2 papers, 0 papers with code

Quantum Topological Data Analysis with Linear Depth and Exponential Speedup

no code implementations5 Aug 2021 Shashanka Ubaru, Ismail Yunus Akhalwaya, Mark S. Squillante, Kenneth L. Clarkson, Lior Horesh

In this paper, we completely overhaul the QTDA algorithm to achieve an improved exponential speedup and depth complexity of $O(n\log(1/(\delta\epsilon)))$.

Quantum Machine Learning Topological Data Analysis

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