Lin Xiao

Orcid: 0000-0002-9759-3898

Affiliations:

Facebook AI Research, Seattle, WA, USA
Microsoft Research, Redmond, WA, USA (2006 - 2020)
California Institute of Technology, Center for the Mathematics of Information, Pasadena, CA, USA (former)
Stanford University, Information Systems Laboratory, CA, USA (PhD 2004)

According to our database¹, Lin Xiao authored at least 28 papers between 2001 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2023

Stochastic Optimization with Decision-Dependent Distributions.

[BibT_eX]

[DOI]

Dmitriy Drusvyatskiy

Lin Xiao

Math. Oper. Res., May, 2023

2022

Adaptive Stochastic Variance Reduction for Subsampled Newton Method with Cubic Regularization.

[BibT_eX]

[DOI]

Junyu Zhang

Lin Xiao

Shuzhong Zhang

INFORMS J. Optim., January, 2022

FedShuffle: Recipes for Better Use of Local Work in Federated Learning.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

On self-concordant barriers for generalized power cones.

[BibT_eX]

[DOI]

Scott Roy

Lin Xiao

Optim. Lett., 2022

Stochastic variance-reduced prox-linear algorithms for nonconvex composite optimization.

[BibT_eX]

[DOI]

Junyu Zhang

Lin Xiao

Math. Program., 2022

Federated Learning with Partial Model Personalization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

MultiLevel Composite Stochastic Optimization via Nested Variance Reduction.

[BibT_eX]

[DOI]

Junyu Zhang

Lin Xiao

SIAM J. Optim., 2021

From Low Probability to High Confidence in Stochastic Convex Optimization.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

Accelerated Bregman proximal gradient methods for relatively smooth convex optimization.

[BibT_eX]

[DOI]

Filip Hanzely

Peter Richtárik

Lin Xiao

Comput. Optim. Appl., 2021

2009

Fastest Mixing Markov Chain on Graphs with Symmetries.

[BibT_eX]

[DOI]

SIAM J. Optim., 2009

2007

Distributed average consensus with least-mean-square deviation.

[BibT_eX]

[DOI]

Lin Xiao

Stephen P. Boyd

Seung-Jean Kim

J. Parallel Distributed Comput., 2007

2006

Cross-layer optimization of wireless networks using nonlinear column generation.

[BibT_eX]

[DOI]

Mikael Johansson

Lin Xiao

IEEE Trans. Wirel. Commun., 2006

Fastest Mixing Markov Chain on a Path.

[BibT_eX]

[DOI]

Am. Math. Mon., 2006

The Fastest Mixing Markov Process on a Graph and a Connection to a Maximum Variance Unfolding Problem.

[BibT_eX]

[DOI]

SIAM Rev., 2006

A space-time diffusion scheme for peer-to-peer least-squares estimation.

[BibT_eX]

[DOI]

Lin Xiao

Stephen P. Boyd

Sanjay Lall

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

A duality view of spectral methods for dimensionality reduction.

[BibT_eX]

[DOI]

Lin Xiao

Jun Sun

Stephen P. Boyd

Proceedings of the Machine Learning, 2006

2005

Least-Squares Covariance Matrix Adjustment.

[BibT_eX]

[DOI]

Stephen P. Boyd

Lin Xiao

SIAM J. Matrix Anal. Appl., 2005

Symmetry Analysis of Reversible Markov Chains.

[BibT_eX]

[DOI]

Internet Math., 2005

A scheme for robust distributed sensor fusion based on average consensus.

[BibT_eX]

[DOI]

Lin Xiao

Stephen P. Boyd

Sanjay Lall

Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005

2004

Simultaneous routing and resource allocation via dual decomposition.

[BibT_eX]

[DOI]

Lin Xiao

Mikael Johansson

Stephen P. Boyd

IEEE Trans. Commun., 2004

Fastest Mixing Markov Chain on a Graph.

[BibT_eX]

[DOI]

Stephen P. Boyd

Persi Diaconis

Lin Xiao

SIAM Rev., 2004

Fast linear iterations for distributed averaging.

[BibT_eX]

[DOI]

Lin Xiao

Stephen P. Boyd

Syst. Control. Lett., 2004

A decomposition approach to distributed analysis of networked systems.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003

Joint optimization of communication rates and linear systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2003

Simultaneous routing and power allocation in CDMA wireless data networks.

[BibT_eX]

[DOI]

Mikael Johansson

Lin Xiao

Stephen P. Boyd

Proceedings of IEEE International Conference on Communications, 2003

Joint Optimization of Wireless Communication and Networked Control Systems.

[BibT_eX]

[DOI]

Proceedings of the Switching and Learning in Feedback Systems, 2003

Fast linear iterations for distributed averaging.

[BibT_eX]

[DOI]

Lin Xiao

Stephen Boyd

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2001

Joint optimization of communication rates and linear systems.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

Lin Xiao

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