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E. Papalexakis

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Book Open access Aug 2026

Interplay Between Classical Tensor Methods And Foundation Models

This workshop aims to provide a forum for advancing tensor methods and applying them to various applications at the intersection of data mining and modern machine learning to foster an interactive environment for researchers to exchange ideas and build connections across communities.

Dawon Ahn, Yong-chan Park, Taehyung Kwon et al. · 0 citations
Preprint Jul 2026

Multi-modal Rail Crossing Safety Analysis

This work proposes a proof-of-concept pipeline that delivers on building an AI system that can ingest multi-modal data for railway crossings and provide safety assessment and scores that align with expert opinion and with safety scoring used by the Federal Railroad Administration.

Paimon Goulart, Chansong Lim, Nícolas Roque dos Santos et al. · 0 citations