Explore projects
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Master's thesis on using quantum Boltzmann machines in quantitative finance.
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Automatic Tissue Labeling System (ATLAS)
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Experiments for the 2021 MICCAI paper "2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks"
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How do you encode combinatorial optimization problems when they have inequality constraints on quantum computers? well, the usual approach is using slack variables. But, this approach is quite expensive and makes the search for possible solutions even harder. In this work, https://arxiv.org/abs/2211.13914, we present “unbalanced penalization” a new approach to encode the inequality constraints of combinatorial optimization problems.
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Jupyter notebook for generating instances of the garden optimization QUBO problem.
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