Learning to Learn by Exploiting Prior Knowledge

Tatiana Tommasi
2013
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Tatiana Tommasi
2013
Theses

Source officielle

Publications associées (5)

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https://infoscience.epfl.ch/entities/publication/d7794d1c-9163-4939-ad7a-0e67c7497921

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Publications associées (5)

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Electrochemical gas sensors (EGSs) have been used to measure the surface distributions and vertical profiles of trace gases in the wintertime Arctic boundary layer during the Alaskan Layered Pollution and Chemical Analysis (ALPACA) field experiment in Fair ...

COPERNICUS GESELLSCHAFT MBH2025

Classical simulations of noisy variational quantum circuits

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Noise detrimentally affects quantum computations so that they not only become less accurate but also easier to simulate classically as systems scale up. We construct a classical simulation algorithm, lowesa (low weight efficient simulation algorithm), for ...

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Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers

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We study robust linear regression in highdimension, when both the dimension d and the number of data points n diverge with a fixed ratio α = n/d, and study a data model that includes outliers. We provide exact asymptotics for the performances of the empiri ...

2024