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20192022
most citedExperimental Deep Reinforcement Learning for Error-Robust Gateset Design on a Superconducting Quantum Computer

120 citations · 167 across the 7 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Geometry of Linear Convolutional Networks

Kathlén Kohn, Thomas Merkh, Guido Montúfar +1

We study the family of functions that are represented by a linear convolutional neural network (LCN). These functions form a semi-algebraic subset of the set of linear maps from in…

quant-ph2021★ 120 cited

Experimental Deep Reinforcement Learning for Error-Robust Gateset Design on a Superconducting Quantum Computer

Yuval Baum, Mirko Amico, Sean Howell +6

Quantum computers promise tremendous impact across applications -- and have shown great strides in hardware engineering -- but remain notoriously error prone. Careful design of low…