Search Results for author: Jiayu Shen

Found 2 papers, 1 papers with code

QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning

1 code implementation NeurIPS 2023 Di Luo, Jiayu Shen, Rumen Dangovski, Marin Soljačić

Quantum optimization, a key application of quantum computing, has traditionally been stymied by the linearly increasing complexity of gradient calculations with an increasing number of parameters.

Operator learning Quantum Machine Learning

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