output
20072026
most citedMaterialized View Selection by Query Clustering in XML Data Warehouses

20 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.LGShow all

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cs.LG2025

User Profiles of Sleep Disorder Sufferers: Towards Explainable Clustering and Differential Variable Analysis

Sifeddine Sellami, Juba Agoun, Lamia Yessad +1

Sleep disorders have a major impact on patients' health and quality of life, but their diagnosis remains complex due to the diversity of symptoms. Today, technological advances, co…

cs.LG2025

Pr{é}diction optimale pour un mod{è}le ordinal {à} covariables fonctionnelles

Simón Weinberger, Jairo Cugliari, Aurélie Le Cain

We present a prediction framework for ordinal models: we introduce optimal predictions using loss functions and give the explicit form of the Least-Absolute-Deviation prediction fo…

cs.LG2025

Policy gradient methods for ordinal policies

Simón Weinberger, Jairo Cugliari

In reinforcement learning, the softmax parametrization is the standard approach for policies over discrete action spaces. However, it fails to capture the order relationship betwee…

cs.LG2025

FedHQ: Hybrid Runtime Quantization for Federated Learning

Zihao Zheng, Ziyao Wang, Xiuping Cui +6

Federated Learning (FL) is a decentralized model training approach that preserves data privacy but struggles with low efficiency. Quantization, a powerful training optimization tec…