2.3k citations · 3.5k across the 28 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.LG2015★ 2 cited
High Performance Latent Variable Models
Aaron Q. Li, Amr Ahmed, Mu Li +1
Latent variable models have accumulated a considerable amount of interest from the industry and academia for their versatility in a wide range of applications. A large amount of ef…
stat.ML2015★ 18 cited
AdaDelay: Delay Adaptive Distributed Stochastic Convex Optimization
Suvrit Sra, Adams Wei Yu, Mu Li +1
We study distributed stochastic convex optimization under the delayed gradient model where the server nodes perform parameter updates, while the worker nodes compute stochastic gra…
cs.LG2015★ 2.3k cited
Empirical Evaluation of Rectified Activations in Convolutional Network
Bing Xu, Naiyan Wang, Tianqi Chen +1
In this paper we investigate the performance of different types of rectified activation functions in convolutional neural network: standard rectified linear unit (ReLU), leaky rect…