61 citations · 329 across the 74 of their papers we have counts for
7 papers · 1 filter
Distributed Online Optimization with Long-Term Constraints
Deming Yuan, Alexandre Proutiere, Guodong Shi
We consider distributed online convex optimization problems, where the distributed system consists of various computing units connected through a time-varying communication graph.…
Network Flows that Solve Sylvester Matrix Equations
Wen Deng, Yiguang Hong, Brian D. O. Anderson +1
In this paper, we study distributed methods for solving a Sylvester equation in the form of AX+XB=C for matrices A, B, C with X being the unknown variable. The e…
Measurement-Induced Boolean Dynamics for Open Quantum Networks
Hongsheng Qi, Biqiang Mu, Ian R. Petersen +1
In this paper, we study the recursion of measurement outcomes for open quantum networks under sequential measurements. Open quantum networks are networked quantum subsystems (e.g.,…
Quantum Tomography by Regularized Linear Regression
Biqiang Mu, Hongsheng Qi, Ian R. Petersen +1
In this paper, we study extended linear regression approaches for quantum state tomography based on regularization techniques. For unknown quantum states represented by density mat…
Measurement-Induced Boolean Dynamics and Controllability for Quantum Networks
Hongsheng Qi, Biqiang Mu, Ian R. Petersen +1
In this paper, we study dynamical quantum networks which evolve according to Schrödinger equations but subject to sequential local or global quantum measurements. A network of qubi…
Dynamical Privacy in Distributed Computing -- Part I: Privacy Loss and PPSC Mechanism
Yang Liu, Junfeng Wu, Ian R. Manchester +1
A distributed computing protocol consists of three components: (i) Data Localization: a network-wide dataset is decomposed into local datasets separately preserved at a network of…
Distributed Online Linear Regression
Deming Yuan, Alexandre Proutiere, Guodong Shi
We study online linear regression problems in a distributed setting, where the data is spread over a network. In each round, each network node proposes a linear predictor, with the…