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https://github.com/forieux/qmm • Rank 7.5 • Science 46%

Python Quadratic Majorization-Minimization (MM) optimization algorithms of half-quadratic criteria. Inverses problems, image restoration, denoising, ...

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Automated Parameter Estimation for Complex Models

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A solver for mixed-integer nonlinear optimization problems

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[MICCAI 2024] On-the-Fly Guidance Training for Medical Image Registration. Pre-print available in link below.

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Vision Transformer embeddings enable scalable quantum SVMs with real-world accuracy gains.

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In compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately accounted for e.g. by means of reducing the precision of compressed information.