Author

Kyoung-Don Kang

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#machine learning Preprint Jun 2026

MM++: Post-Hoc Scale-Invariant Multilayer OOD Detection via Top-K Gated Feature Fusion

MM++ (Multilayer Mahalanobis++), a strictly post-hoc, and scale-invariant framework for Out-of-Distribution (OOD) detection, constructs a principled joint feature space that captures latent cross-layer correlations while mitigating early-layer noise.

Rahim Hossain, Mahrukh Bhuian, Md. Farhan Shadiq et al. · 0 citations

Open access Aug 2026

Scalable Machine Learning on IoT Edge Devices Through Adaptive Coreset Selection with Differentiable Greedy Sampling

The Adaptivecoreset Selection Engine (ACS-Engine), a unified framework for adaptive, differentiable, and resource-aware coreset selection on streaming IoT data, is proposed, a unified framework for adaptive, differentiable, and resource-aware coreset selection on streaming IoT data.

Fatema A. Albalooshi, M. R. Qader · Technologies · 0 citations