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Sagar Samtani

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#machine learning Preprint Sep 2026

Predicting the Financial Impact of Supply Chain Risk for Major AI-Related Semiconductor Firms: A Heterogeneous Graph Patch Transformer Approach

A heterogeneous graph patch transformer that forecasts quarterly changes in supply chain stress one and two quarters ahead can help supply chain managers and investors act before disruptions appear in reported financials.

Jianna Hur, Sagar Samtani · 0 citations
2026

A Multi-Dimensional Evaluation of Explainability in Media Bias Detection

It is suggested that predictive performance, attribution plausibility, and mechanistic faithfulness characterize different aspects of model behavior and should be evaluated separately when studying explainability in media bias detection.

Tinghao Chen, Raina Zhang, Benjamin M. Ampel et al. · 0 citations

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