Mu Li
Mu Li
Verified email at amazon.com - Homepage
TitleCited byYear
Mxnet: A flexible and efficient machine learning library for heterogeneous distributed systems
T Chen, M Li, Y Li, M Lin, N Wang, M Wang, T Xiao, B Xu, C Zhang, ...
arXiv preprint arXiv:1512.01274, 2015
10852015
Empirical evaluation of rectified activations in convolutional network
B Xu, N Wang, T Chen, M Li
arXiv preprint arXiv:1505.00853, 2015
7992015
Scaling distributed machine learning with the parameter server
M Li, DG Andersen, JW Park, AJ Smola, A Ahmed, V Josifovski, J Long, ...
11th {USENIX} Symposium on Operating Systems Design and Implementation …, 2014
7492014
Efficient mini-batch training for stochastic optimization
M Li, T Zhang, Y Chen, AJ Smola
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
3492014
Communication efficient distributed machine learning with the parameter server
M Li, DG Andersen, AJ Smola, K Yu
Advances in Neural Information Processing Systems, 19-27, 2014
2512014
Emotion classification based on gamma-band EEG
M Li, BL Lu
2009 Annual International Conference of the IEEE Engineering in medicine and …, 2009
2412009
Parameter Server for Distributed Machine Learning
M Li, L Zhou, Z Yang, A Li, F Xia, DG Andersen, A Smola
1112013
Making Large-Scale Nyström Approximation Possible.
M Li, JT Kwok, BL Lu
ICML, 631-638, 2010
1102010
Large-scale Nyström kernel matrix approximation using randomized SVD
M Li, W Bi, JT Kwok, BL Lu
IEEE transactions on neural networks and learning systems 26 (1), 152-164, 2014
672014
Bag of tricks for image classification with convolutional neural networks
T He, Z Zhang, H Zhang, Z Zhang, J Xie, M Li
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
582019
Iterative row sampling
M Li, GL Miller, R Peng
2013 IEEE 54th Annual Symposium on Foundations of Computer Science, 127-136, 2013
572013
Time and space efficient spectral clustering via column sampling
M Li, XC Lian, JT Kwok, BL Lu
CVPR 2011, 2297-2304, 2011
532011
Distributed delayed proximal gradient methods
M Li, DG Andersen, A Smola
NIPS Workshop on Optimization for Machine Learning 3, 3, 2013
402013
Difacto: Distributed factorization machines
M Li, Z Liu, AJ Smola, YX Wang
Proceedings of the Ninth ACM International Conference on Web Search and Data …, 2016
372016
Inferring movement trajectories from GPS snippets
M Li, A Ahmed, AJ Smola
Proceedings of the Eighth ACM International Conference on Web Search and …, 2015
372015
Adadelay: Delay adaptive distributed stochastic convex optimization
S Sra, AW Yu, M Li, AJ Smola
arXiv preprint arXiv:1508.05003, 2015
362015
Online multiple instance learning with no regret
M Li, JT Kwok, BL Lu
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
332010
Revise saturated activation functions
B Xu, R Huang, M Li
arXiv preprint arXiv:1602.05980, 2016
222016
Detecting drowsiness in driving simulation based on EEG
JW Fu, M Li, BL Lu
Autonomous Systems–Self-Organization, Management, and Control, 21-28, 2008
212008
Scaling distributed machine learning with system and algorithm co-design
M Li
Carnegie Mellon University, 2017
202017
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