data-summarization

Tag

Cards List
#data-summarization

Exemplar-based objective classification of gust-induced loads across multiple flight conditions

arXiv cs.LG · 2026-08-14 Cached

This paper proposes an exemplar-based machine learning approach to objectively classify gust-induced pressure-load measurements across multiple flight attitudes, identifying nine fundamental response types from 3480 measurements on a flying-wing model.

0 favorites 0 likes
#data-summarization

Toward Trustworthy AI: Multi-Target Adversarial Attacks and Robust Defenses for Continuous Data Summarization

arXiv cs.AI · 2026-06-11 Cached

This paper studies adversarial attacks on continuous data summarization under similarity-level perturbations via DR-submodular optimization, proposing multi-target attack generation as a min-max problem and robust defense as a regularized max-min problem, with theoretical guarantees and experiments.

0 favorites 0 likes
← Back to home

Submit Feedback