244 citations · 1.3k across the 42 of their papers we have counts for
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quant-ph2021★ 5 cited
TensorLy-Quantum: Quantum Machine Learning with Tensor Methods
Taylor L. Patti, Jean Kossaifi, Susanne F. Yelin +1
Simulation is essential for developing quantum hardware and algorithms. However, simulating quantum circuits on classical hardware is challenging due to the exponential scaling of…
quant-ph2021
Variational Quantum Optimization with Multi-Basis Encodings
Taylor L. Patti, Jean Kossaifi, Anima Anandkumar +1
Despite extensive research efforts, few quantum algorithms for classical optimization demonstrate realizable quantum advantage. The utility of many quantum algorithms is limited by…