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Alejandro Rosales

For PK and Lucy,

my best boy and best girl, whose constant warmth I could never repay. Even with a lifetime of dog treats and scratches. This website provides a place to share what I enjoy learning.

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Using quantum computing, the authors exploit quantum mechanics for the algorithmic complexity optimization of a Support Vector Machine with high-dimensional feature space. Where the high-dimensional classical data is mapped non-linearly to Hilbert Space and a hyperplane in quantum space is used to separate and label the data. By using the... read more

A quantum convolutional neural network circuit can be viewed as a combination of a multi-scale entanglement renormalization ansatz, which is a variational ansatz for many-body wavefunctions, and nested quantum error correction, which detects and corrects local quantum errors without collapsing the wavefunction. We will look at how quantum computing can be... read more