8 citations · 21 across the 9 of their papers we have counts for
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cs.LG2021
A Graph Attention Learning Approach to Antenna Tilt Optimization
Yifei Jin, Filippo Vannella, Maxime Bouton +2
6G will move mobile networks towards increasing levels of complexity. To deal with this complexity, optimization of network parameters is key to ensure high performance and timely…
cs.LG2020★ 7 cited
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis
Chuheng Zhang, Yuanqi Li, Xi Chen +3
Modern machine learning models (such as deep neural networks and boosting decision tree models) have become increasingly popular in financial market prediction, due to their superi…
cs.LG2017
SVM via Saddle Point Optimization: New Bounds and Distributed Algorithms
Yifei Jin, Lingxiao Huang, Jian Li
We study two important SVM variants: hard-margin SVM (for linearly separable cases) and -SVM (for linearly non-separable cases). We propose new algorithms from the perspective o…