53 citations · 148 across the 7 of their papers we have counts for
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quant-ph2020★ 33 cited
Learning Unitaries by Gradient Descent
Bobak Toussi Kiani, Seth Lloyd, Reevu Maity
We study the hardness of learning unitary transformations in via gradient descent on time parameters of alternating operator sequences. We provide numerical evidence that, d…
quant-ph2020★ 5 cited
Quantum Boosting
Srinivasan Arunachalam, Reevu Maity
Suppose we have a weak learning algorithm for a Boolean-valued problem: produces hypotheses whose bias is small, only slightly better than random gu…