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Lin Xiao
Lin Xiao
Facebook AI Research
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Fast linear iterations for distributed averaging
L Xiao, S Boyd
Systems & Control Letters 53 (1), 65-78, 2004
29772004
A scheme for robust distributed sensor fusion based on average consensus
L Xiao, S Boyd, S Lall
IPSN 2005. Fourth International Symposium on Information Processing in …, 2005
16672005
Distributed average consensus with least-mean-square deviation
L Xiao, S Boyd, SJ Kim
Journal of parallel and distributed computing 67 (1), 33-46, 2007
11862007
Subgradient methods
S Boyd, L Xiao, A Mutapcic
lecture notes of EE392o, Stanford University, Autumn Quarter 2004, 2004-2005, 2003
11642003
Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization
L Xiao
Journal of Machine Learning Research 11, 2543-2596, 2010
9192010
Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services.
G Chen, W He, J Liu, S Nath, L Rigas, L Xiao, F Zhao
NSDI 8, 337-350, 2008
9062008
Fastest mixing Markov chain on a graph
S Boyd, P Diaconis, L Xiao
SIAM review 46 (4), 667-689, 2004
7822004
A proximal stochastic gradient method with progressive variance reduction
L Xiao, T Zhang
SIAM Journal on Optimization 24 (4), 2057-2075, 2014
7432014
Simultaneous routing and resource allocation via dual decomposition
L Xiao, M Johansson, SP Boyd
IEEE Transactions on Communications 52 (7), 1136-1144, 2004
6782004
Optimal Distributed Online Prediction Using Mini-Batches.
O Dekel, R Gilad-Bachrach, O Shamir, L Xiao
Journal of Machine Learning Research 13 (1), 2012
6602012
Control with random communication delays via a discrete-time jump system approach
L Xiao, A Hassibi, JP How
Proceedings of the 2000 American Control Conference. ACC (IEEE Cat. No …, 2000
5062000
Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback.
A Agarwal, O Dekel, L Xiao
Colt, 28-40, 2010
3272010
Optimal scaling of a gradient method for distributed resource allocation
L Xiao, S Boyd
Journal of optimization theory and applications 129 (3), 469-488, 2006
3252006
Cross-layer optimization of wireless networks using nonlinear column generation
M Johansson, L Xiao
IEEE Transactions on Wireless Communications 5 (2), 435-445, 2006
2502006
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization.
Y Zhang, L Xiao
ICML, 353-361, 2015
2462015
On the complexity analysis of randomized block-coordinate descent methods
Z Lu, L Xiao
Mathematical Programming 152 (1), 615-642, 2015
2302015
A space-time diffusion scheme for peer-to-peer least-squares estimation
L Xiao, S Boyd, S Lall
Proceedings of the 5th international conference on Information processing in …, 2006
2172006
SBEED: Convergent reinforcement learning with nonlinear function approximation
B Dai, A Shaw, L Li, L Xiao, N He, Z Liu, J Chen, L Song
International Conference on Machine Learning, 1125-1134, 2018
2142018
DiSCO: Distributed Optimization for Self-Concordant Empirical Loss.
Y Zhang, L Xiao
ICML, 362-370, 2015
2132015
The fastest mixing Markov process on a graph and a connection to a maximum variance unfolding problem
J Sun, S Boyd, L Xiao, P Diaconis
SIAM review 48 (4), 681-699, 2006
1902006
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Artiklar 1–20