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20092026
most citedPennyLane: Automatic differentiation of hybrid quantum-classical computations

233 citations

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stat.ML2020★ 9 cited

Ambiguity in Sequential Data: Predicting Uncertain Futures with Recurrent Models

Alessandro Berlati, Oliver Scheel, Luigi Di Stefano +1

Ambiguity is inherently present in many machine learning tasks, but especially for sequential models seldom accounted for, as most only output a single prediction. In this work we…

stat.ML2016★ 6 cited

Algebraic multigrid support vector machines

Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy +3

The support vector machine is a flexible optimization-based technique widely used for classification problems. In practice, its training part becomes computationally expensive on l…