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Author

Jesús Cid-Sueiro

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#machine learning Preprint Oct 2026

Revisiting Error Feedback for Model Quantization

We study causal error-feedback coefficients as design variables for model quantization. Modeling instantaneous quantization errors as independent, zero-mean variables with a common fixed variance, we formulated a metric-dependent trace problem for designing feedback coefficients. The formulation resembles fixed-order G...

Wai-Yiu Keung, Chi Cui, Wing-Kin Ma et al. · 0 citations
Open access Jul 2026

Unsupervised sifting of XMM-Newton EPIC observations using Variational Autoencoders

A novel unsupervised framework based on Variational Autoencoders (VAEs) to automatically sift through the XSA, which provides a scalable screening tool for multi-band light curves generated by the EPIC-pn Pipeline Processing System (PPS).

M. A. Vázquez, Jesús Cid-Sueiro, J. López-Santiago · 0 citations

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