Lin Xiao
Lin Xiao
Microsoft Research
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Fast linear iterations for distributed averaging
L Xiao, S Boyd
Systems & Control Letters 53 (1), 65-78, 2004
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
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
Subgradient methods
S Boyd, L Xiao, A Mutapcic
lecture notes of EE392o, Stanford University, Autumn Quarter 2004, 2004-2005, 2003
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
Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization
L Xiao
Journal of Machine Learning Research 11, 2543-2596, 2010
Fastest mixing Markov chain on a graph
S Boyd, P Diaconis, L Xiao
SIAM review 46 (4), 667-689, 2004
Simultaneous routing and resource allocation via dual decomposition
L Xiao, M Johansson, SP Boyd
IEEE Transactions on Communications 52 (7), 1136-1144, 2004
A proximal stochastic gradient method with progressive variance reduction
L Xiao, T Zhang
SIAM Journal on Optimization 24 (4), 2057-2075, 2014
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
Optimal distributed online prediction using mini-batches
O Dekel, R Gilad-Bachrach, O Shamir, L Xiao
The Journal of Machine Learning Research 13, 165-202, 2012
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
Cross-layer optimization of wireless networks using nonlinear column generation
M Johansson, L Xiao
IEEE Transactions on Wireless Communications 5 (2), 435-445, 2006
Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback.
A Agarwal, O Dekel, L Xiao
COLT, 28-40, 2010
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
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization.
Y Zhang, L Xiao
ICML, 353-361, 2015
On the complexity analysis of randomized block-coordinate descent methods
Z Lu, L Xiao
Mathematical Programming 152 (1-2), 615-642, 2015
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
Learning to classify with missing and corrupted features
O Dekel, O Shamir, L Xiao
Machine learning 81 (2), 149-178, 2010
Joint optimization of communication rates and linear systems
L Xiao, M Johansson, H Hindi, S Boyd, A Goldsmith
IEEE Transactions on Automatic Control 48 (1), 148-153, 2003
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