Author

Phi Le Nguyen

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#machine learning Preprint Sep 2026

Nonparametric Distribution Matching for Self-Supervised Whole-Slide Image Condensation

Histological whole-slide images (WSIs) are central to computational pathology but pose severe computational challenges due to their extremely high resolution, often spanning several gigabytes per slide. To enable scalable learning, existing methods apply self-supervised data condensation to reduce computational cost, b...

Duong M. Nguyen, T. Hoang, H. Nguyen et al. · 1 citation

Jul 2026

Cost-Aware Uplink MPQUIC Scheduling via Multi-Objective Bayesian Optimization

This paper formulates uplink MPQUIC scheduling as a multi-objective optimization problem that jointly considers maximum upload completion time and total LTE usage and proposes a Bayesian Optimization-based framework that treats the MPQUIC system as a black box and systematically explores probabilistic path selection co...

T. Nguyen, T. Lê, Phi Le Nguyen et al. · arXiv.org · 0 citations