activity
20192026
most citedThe Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning

59 citations · 220 across the 28 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 8 cited

SALR: Sharpness-aware Learning Rate Scheduler for Improved Generalization

Xubo Yue, Maher Nouiehed, Raed Al Kontar

In an effort to improve generalization in deep learning and automate the process of learning rate scheduling, we propose SALR: a sharpness-aware learning rate update technique desi…

stat.ML2020★ 5 cited

Weakly-supervised Multi-output Regression via Correlated Gaussian Processes

Seokhyun Chung, Raed Al Kontar, Zhenke Wu

Multi-output regression seeks to borrow strength and leverage commonalities across different but related outputs in order to enhance learning and prediction accuracy. A fundamental…