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Violet Zheng

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#machine learning Preprint Sep 2026

Provable Guarantees for Spectral Structured Prediction

Structured prediction is the simultaneous prediction of multiple labels, and is widely used in various fields, such as natural language processing and computer vision. In this paper, we study binary node label recovery on signed graphs with edge-flip noise, a model introduced by (Globerson et al., 2015), via a simple s...

Violet Zheng, Jean Honorio · 0 citations

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