221 citations · 269 across the 8 of their papers we have counts for
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cs.LG2021★ 11 cited
A Vertical Federated Learning Framework for Horizontally Partitioned Labels
Wensheng Xia, Ying Li, Lan Zhang +2
Vertical federated learning is a collaborative machine learning framework to train deep leaning models on vertically partitioned data with privacy-preservation. It attracts much at…
cs.LG2018★ 1 cited
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks
Xiaoyong Yuan, Zheng Feng, Matthew Norton +1
Utilizing recently introduced concepts from statistics and quantitative risk management, we present a general variant of Batch Normalization (BN) that offers accelerated convergenc…
cs.LG2017★ 221 cited
Adversarial Examples: Attacks and Defenses for Deep Learning
Xiaoyong Yuan, Pan He, Qile Zhu +1
With rapid progress and significant successes in a wide spectrum of applications, deep learning is being applied in many safety-critical environments. However, deep neural networks…