1 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
2 papers
quant-ph2025★ 1 cited
Efficient Online Quantum Circuit Learning with No Upfront Training
Tom O'Leary, Piotr Czarnik, Elijah Pelofske +3
We propose a surrogate-based method for optimizing parameterized quantum circuits which is designed to operate with few calls to a quantum computer. We employ a computationally ine…
stat.ML2022
Goal-Oriented Sensitivity Analysis of Hyperparameters in Deep Learning
Paul Novello, Gaël Poëtte, David Lugato +1
Tackling new machine learning problems with neural networks always means optimizing numerous hyperparameters that define their structure and strongly impact their performances. In…