Jianshu Chen
Title
Cited by
Cited by
Year
Deep sentence embedding using long short-term memory networks: Analysis and application to information retrieval
H Palangi, L Deng, Y Shen, J Gao, X He, J Chen, X Song, R Ward
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (4), 694-707, 2016
4392016
Diffusion adaptation strategies for distributed optimization and learning over networks
J Chen, AH Sayed
IEEE Transactions on Signal Processing 60 (8), 4289-4305, 2012
4322012
Diffusion strategies for adaptation and learning over networks: an examination of distributed strategies and network behavior
AH Sayed, SY Tu, J Chen, X Zhao, ZJ Towfic
IEEE Signal Processing Magazine 30 (3), 155-171, 2013
3302013
Cherrypick: Adaptively unearthing the best cloud configurations for big data analytics
O Alipourfard, HH Liu, J Chen, S Venkataraman, M Yu, M Zhang
14th {USENIX} Symposium on Networked Systems Design and Implementation …, 2017
1902017
Distributed Pareto Optimization via Diffusion Strategies
J Chen, AH Sayed
IEEE Journal of Selected Topics in Signal Processing 7 (2), 205-220, 2013
1462013
Deep reinforcement learning with an action space defined by natural language
J He, J Chen, X He, J Gao, L Li, L Deng, M Ostendorf
Proc. Association for Computational Linguistics (ACL), 2016
111*2016
On the Learning Behavior of Adaptive Networks-Part I: Transient Analysis
J Chen, AH Sayed
IEEE Transactions on Information Theory 61 (6), 3487--3517, 2015
892015
SBEED: Convergent reinforcement learning with nonlinear function approximation
B Dai, A Shaw, L Li, L Xiao, N He, Z Liu, J Chen, L Song
Proc. International Conference on Machine Learning (ICML), 1133-1142, 2018
88*2018
Dictionary learning over distributed models
J Chen, ZJ Towfic, AH Sayed
IEEE Transactions on Signal Processing 63 (4), 1001--1016, 2015
702015
Stochastic Variance Reduction Methods for Policy Evaluation
SS Du, J Chen, L Li, L Xiao, D Zhou
Proc. 34th International Conference on Machine Learning (ICML), 2017
642017
On the Learning Behavior of Adaptive Networks-Part II: Performance Analysis
J Chen, AH Sayed
IEEE Transactions on Information Theory 61 (6), 3518--3548, 2015
612015
Cramer-Rao Bounds for Joint RSS/DoA-Based Primary-User Localization in Cognitive Radio Networks
J Wang, J Chen, D Cabric
IEEE Transactions on Wireless Communications 12 (3), 1363-1375, 2013
602013
Distributed Policy Evaluation Under Multiple Behavior Strategies
S Valcarcel Macua, J Chen, S Zazo, AH Sayed
IEEE Transactions on Automatic Control 60 (5), 2015
58*2015
Analyzing Amplify-and-Forward and Decode-and-Forward Cooperative Strategies in Wyner’s Channel Model
P Zhang, J Yuan, J Chen, J Wang
IEEE Wireless Communications and Networking Conference (WCNC 2009), 1-5, 2009
572009
Sequence classification using the high-level features extracted from deep neural networks
L Deng, J Chen
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
482014
Identification of outages in power systems with uncertain states and optimal sensor locations
Y Zhao, J Chen, A Goldsmith, HV Poor
IEEE Journal of Selected Topics in Signal Processing 8 (6), 1140--1153, 2014
382014
Recurrent reinforcement learning: a hybrid approach
X Li, L Li, J Gao, X He, J Chen, L Deng, J He
arXiv preprint arXiv:1509.03044, 2015
372015
Combating reinforcement learning's sisyphean curse with intrinsic fear
ZC Lipton, K Azizzadenesheli, A Kumar, L Li, J Gao, L Deng
arXiv preprint arXiv:1611.01211, 2016
352016
On the limiting behavior of distributed optimization strategies
J Chen, AH Sayed
2012 50th Annual Allerton Conference on Communication, Control, and …, 2012
322012
Collaborative learning of mixture models using diffusion adaptation
ZJ Towfic, J Chen, AH Sayed
2011 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2011
302011
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Articles 1–20