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Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware
Recent advances in specialized hardware for solving optimization problems such quantum computers, quantum annealers, and CMOS annealers give rise to new ways for solving real-word complex problems.
Binary matrix factorization on special purpose hardware
In this work, we focus on the important binary matrix factorization (BMF) problem which has many applications in data mining.
Ising-based Consensus Clustering on Specialized Hardware
The emergence of specialized optimization hardware such as CMOS annealers and adiabatic quantum computers carries the promise of solving hard combinatorial optimization problems more efficiently in hardware.
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