143 citations · 807 across the 14 of their papers we have counts for
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quant-ph2021★ 115 cited
Quantum federated learning through blind quantum computing
Weikang Li, Sirui Lu, Dong-Ling Deng
Private distributed learning studies the problem of how multiple distributed entities collaboratively train a shared deep network with their private data unrevealed. With the secur…
quant-ph2021★ 4 cited
Tensor networks and efficient descriptions of classical data
Sirui Lu, Márton Kanász-Nagy, Ivan Kukuljan +1
We investigate the potential of tensor network based machine learning methods to scale to large image and text data sets. For that, we study how the mutual information between a su…