49 citations · 138 across the 16 of their papers we have counts for
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quant-ph2019★ 2 cited
Spectral sparsification of matrix inputs as a preprocessing step for quantum algorithms
Steven Herbert, Sathyawageeswar Subramanian
We study the potential utility of classical techniques of spectral sparsification of graphs as a preprocessing step for digital quantum algorithms, in particular, for Hamiltonian s…
quant-ph2019★ 7 cited
A Quantum Search Decoder for Natural Language Processing
Johannes Bausch, Sathyawageeswar Subramanian, Stephen Piddock
Probabilistic language models, e.g. those based on an LSTM, often face the problem of finding a high probability prediction from a sequence of random variables over a set of tokens…
quant-ph2019★ 45 cited
Quantum algorithm for estimating Renyi entropies of quantum states
Sathyawageeswar Subramanian, Min-Hsiu Hsieh
We describe a quantum algorithm to estimate the -Renyi entropy of an unknown density matrix for by combining the recent technique of quan…