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Author

Matan P

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Conference Aug 2026

Beyond Uniformity in Combinatorial Streams: Sparsity-Adaptive and Adversarially Robust Oracles for MAX-CUT Approximation

Recent advances in learning-augmented streaming show that access to an $\epsilon$-accurate oracle enables single-pass sublinear-space algorithms to surpass the classical 1/2 approximation barrier for MAX-CUT, achieving guarantees of $1 / 2+\Omega\left(\epsilon^{2}\right)$. However, existing formulations implicitly assu...

S. S, Matan P, Krithikha Sanju S et al. · 0 citations
Conference Aug 2026

Explainable Deep Learning Framework for Coral Reef Health Detection Using Efficientnet and Grad-CAM

Coral reefs are critical marine ecosystems that support biodiversity, coastal protection, and fisheries, but they are increasingly threatened by climate change, ocean acidification, pollution, and coral bleaching. Traditional reef monitoring methods rely on manual underwater surveys, which are labor-intensive, time-con...

Matan P, V. B. K. Reddy, S. Arif et al. · 0 citations

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