Lin Xiao

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 10

Top Topics

Variance Reduction

Importance Sampling

Stochastic Optimization

Top Venues

Math. Oper. Res.

Publications

Dmitriy Drusvyatskiy, Lin Xiao
Stochastic Optimization with Decision-Dependent Distributions. Math. Oper. Res. 48 (2) (2023)
Krishna Pillutla, Kshitiz Malik, Abdelrahman Mohamed, Michael Rabbat, Maziar Sanjabi, Lin Xiao
Federated Learning with Partial Model Personalization. CoRR (2022)
Samuel Horváth, Maziar Sanjabi, Lin Xiao, Peter Richtárik, Michael G. Rabbat
FedShuffle: Recipes for Better Use of Local Work in Federated Learning. Trans. Mach. Learn. Res. 2022 (2022)
Scott Roy, Lin Xiao
On self-concordant barriers for generalized power cones. Optim. Lett. 16 (2) (2022)
Junyu Zhang, Lin Xiao
Stochastic variance-reduced prox-linear algorithms for nonconvex composite optimization. Math. Program. 195 (1) (2022)
Krishna Pillutla, Kshitiz Malik, Abdelrahman Mohamed, Michael Rabbat, Maziar Sanjabi, Lin Xiao
Federated Learning with Partial Model Personalization. ICML (2022)
Samuel Horváth, Maziar Sanjabi, Lin Xiao, Peter Richtárik, Michael Rabbat
FedShuffle: Recipes for Better Use of Local Work in Federated Learning. CoRR (2022)
Junyu Zhang, Lin Xiao, Shuzhong Zhang
Adaptive Stochastic Variance Reduction for Subsampled Newton Method with Cubic Regularization. INFORMS J. Optim. 4 (1) (2022)
Filip Hanzely, Peter Richtárik, Lin Xiao
Accelerated Bregman proximal gradient methods for relatively smooth convex optimization. Comput. Optim. Appl. 79 (2) (2021)
Junyu Zhang, Lin Xiao
MultiLevel Composite Stochastic Optimization via Nested Variance Reduction. SIAM J. Optim. 31 (2) (2021)
Stephen P. Boyd, Persi Diaconis, Pablo A. Parrilo, Lin Xiao
Fastest Mixing Markov Chain on Graphs with Symmetries. SIAM J. Optim. 20 (2) (2009)
Lin Xiao, Stephen P. Boyd, Seung-Jean Kim
Distributed average consensus with least-mean-square deviation. J. Parallel Distributed Comput. 67 (1) (2007)
Jun Sun, Stephen P. Boyd, Lin Xiao, Persi Diaconis
The Fastest Mixing Markov Process on a Graph and a Connection to a Maximum Variance Unfolding Problem. SIAM Rev. 48 (4) (2006)
Lin Xiao, Jun Sun, Stephen P. Boyd
A duality view of spectral methods for dimensionality reduction. ICML (2006)
Stephen P. Boyd, Persi Diaconis, Jun Sun, Lin Xiao
Fastest Mixing Markov Chain on a Path. Am. Math. Mon. 113 (1) (2006)
Mikael Johansson, Lin Xiao
Cross-layer optimization of wireless networks using nonlinear column generation. IEEE Trans. Wirel. Commun. 5 (2) (2006)
Lin Xiao, Stephen P. Boyd, Sanjay Lall
A space-time diffusion scheme for peer-to-peer least-squares estimation. IPSN (2006)
Stephen P. Boyd, Lin Xiao
Least-Squares Covariance Matrix Adjustment. SIAM J. Matrix Anal. Appl. 27 (2) (2005)
Lin Xiao, Stephen P. Boyd, Sanjay Lall
A scheme for robust distributed sensor fusion based on average consensus. IPSN (2005)
Stephen P. Boyd, Persi Diaconis, Pablo A. Parrilo, Lin Xiao
Symmetry Analysis of Reversible Markov Chains. Internet Math. 2 (1) (2005)
Lin Xiao, Stephen P. Boyd
Fast linear iterations for distributed averaging. Syst. Control. Lett. 53 (1) (2004)
Cedric Langbort, Lin Xiao, Raffaello D'Andrea, Stephen Boyd
A decomposition approach to distributed analysis of networked systems. CDC (2004)
Stephen P. Boyd, Persi Diaconis, Lin Xiao
Fastest Mixing Markov Chain on a Graph. SIAM Rev. 46 (4) (2004)
Lin Xiao, Mikael Johansson, Stephen P. Boyd
Simultaneous routing and resource allocation via dual decomposition. IEEE Trans. Commun. 52 (7) (2004)
Lin Xiao, Mikael Johansson, Haitham A. Hindi, Stephen P. Boyd, Andrea Goldsmith
Joint optimization of communication rates and linear systems. IEEE Trans. Autom. Control. 48 (1) (2003)
Mikael Johansson, Lin Xiao, Stephen P. Boyd
Simultaneous routing and power allocation in CDMA wireless data networks. ICC (2003)
Lin Xiao, Mikael Johansson, Haitham A. Hindi, Stephen P. Boyd, Andrea J. Goldsmith
Joint Optimization of Wireless Communication and Networked Control Systems. European Summer School on Multi-AgentControl (2003)
Lin Xiao, Stephen Boyd
Fast linear iterations for distributed averaging. CDC (2003)
Lin Xiao, Mikael Johansson, Haitam Hindi, Stephen Boyd, Andrea Goldsmith
Joint optimization of communication rates and linear systems. CDC (2001)