Ermin Wei

Amit K. Roy-Chowdhury

Qi Zhu

IEEE Trans. Multim., 2024

A Stochastic Quasi-Newton Method for Non-convex Optimization with Non-uniform Smoothness.

[BibT_eX]

[DOI]

Zhenyu Sun

CoRR, 2024

Exact Community Recovery in the Geometric SBM.

[BibT_eX]

[DOI]

Julia Gaudio

Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

2023

S-NEAR-DGD: A Flexible Distributed Stochastic Gradient Method for Inexact Communication.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., February, 2023

FedHybrid: A Hybrid Federated Optimization Method for Heterogeneous Clients.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Strategic Data Revocation in Federated Unlearning.

[BibT_eX]

[DOI]

Ningning Ding

CoRR, 2023

Supply Function Equilibrium in Networked Electricity Markets.

[BibT_eX]

[DOI]

CoRR, 2023

Optimal EV Charging Decisions Considering Charging Rate Characteristics and Congestion Effects.

[BibT_eX]

[DOI]

Lihui Yi

CoRR, 2023

Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters.

[BibT_eX]

[DOI]

Zhenyu Sun

CoRR, 2023

Attrition-Aware Adaptation for Multi-Agent Patrolling.

[BibT_eX]

[DOI]

CoRR, 2023

Incentive Mechanism Design for Federated Learning and Unlearning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-fourth International Symposium on Theory, 2023

PrimeTime: A Finite-Time Consensus Protocol for Open Networks.

[BibT_eX]

[DOI]

Henry W. Abrahamson

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning.

[BibT_eX]

[DOI]

Zhenyu Sun

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

DISH: A Distributed Hybrid Primal-Dual Optimization Framework to Utilize System Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

The Effects of Varying Charging Rates on Optimal Charging Station Choices for Electric Vehicles.

[BibT_eX]

[DOI]

Lihui Yi

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

GRAND: A Gradient-Related Ascent and Descent Algorithmic Framework for Minimax Problems.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2021

FlexPD: A Flexible Framework of First-Order Primal-Dual Algorithms for Distributed Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

On the Convergence of Nested Decentralized Gradient Methods With Multiple Consensus and Gradient Steps.

[BibT_eX]

[DOI]

Albert S. Berahas

Raghu Bollapragada

IEEE Trans. Signal Process., 2021

A General Sensitivity Analysis Approach for Demand Response Optimizations.

[BibT_eX]

[DOI]

Ding Xiang

IEEE Trans. Netw. Sci. Eng., 2021

Faithful Edge Federated Learning: Scalability and Privacy.

[BibT_eX]

[DOI]

Meng Zhang

IEEE J. Sel. Areas Commun., 2021

Optimal and Quantized Mechanism Design for Fresh Data Acquisition.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Optimal Mechanism Design for Fresh Data Acquisition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

On the Convergence of NEAR-DGD for Nonconvex Optimization with Second Order Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Investment in EV Charging Spots for Parking.

[BibT_eX]

[DOI]

Brendan Badia

IEEE Trans. Netw. Sci. Eng., 2020

A Fast Distributed Asynchronous Newton-Based Optimization Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Monetizing Mobile Data via Data Rewards.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2020

A Two-Stage Decomposition Approach for AC Optimal Power Flow.

[BibT_eX]

[DOI]

Shenyinying Tu

Andreas Wächter

CoRR, 2020

Learning to price vehicle service with unknown demand.

[BibT_eX]

[DOI]

Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

Distributed Multi-agent Video Fast-forwarding.

[BibT_eX]

[DOI]

Shuyue Lan

Zhilu Wang

Amit K. Roy-Chowdhury

Qi Zhu

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

Balancing Communication and Computation in Distributed Optimization.

[BibT_eX]

[DOI]

Albert S. Berahas

Raghu Bollapragada

Nitish Shirish Keskar

IEEE Trans. Autom. Control., 2019

Analyzing Location-Based Advertising for Vehicle Service Providers Using Effective Resistances.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2019

A Business Model Analysis of Mobile Data Rewards.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

A General Framework of Exact Primal-Dual First-Order Algorithms for Distributed Optimization ∗.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Nested Distributed Gradient Methods with Adaptive Quantized Communication.

[BibT_eX]

[DOI]

Albert S. Berahas

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Nested Distributed Gradient Methods with Stochastic Computation Errors.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

Renewable generation investment with differentiated downstream competition.

[BibT_eX]

[DOI]

Brendan Badia

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Large-Scale Spectrum Allocation for Cellular Networks via Sparse Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Watch Ads, Earn Data: Economics of Mobile Data Rewards.

[BibT_eX]

[DOI]

Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation, 2018

Dynamic Price Discrimination in Demand Response Market: A Bilevel Game Theoretical Model.

[BibT_eX]

[DOI]

Ding Xiang

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Price and Capacity Competition for EV parking with Government Mandates.

[BibT_eX]

[DOI]

Brendan Badia

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Scalable Spectrum Allocation and User Association in Networks With Many Small Cells.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2017

Competition and investment in on-demand networking technology.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Conference on Wireless On-demand Network Systems and Services, 2017

Scalable spectrum allocation for large networks based on sparse optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Improving social welfare by demand response general framework and quantitative characterization.

[BibT_eX]

[DOI]

Ding Xiang

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Superlinearly convergent asynchronous distributed network newton method.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Parallel multi-splitting proximal method for star networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

Supply function equilibrium in power markets: Mesh networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Robust supply function bidding in electricity markets with renewables.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Fairness considerations in network flow problems.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Efficiency of supply function equilibrium in networked markets.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Investment and competition with positive externalities in open networks.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Efficiency of linear supply function bidding in electricity markets.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Distributed optimization and market analysis of networked systems.

[BibT_eX]

[DOI]

PhD thesis, 2014

A Comprehensive Risk Management System on Building Energy Retrofit.

[BibT_eX]

[DOI]

Proceedings of the 2014 Annual SRII Global Conference, 2014

Competitive equilibrium in electricity markets with heterogeneous users and price fluctuation penalty.

[BibT_eX]

[DOI]

Azarakhsh Malekian

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

A Distributed Newton Method for Network Utility Maximization - Part II: Convergence.

[BibT_eX]

[DOI]

Ali Jadbabaie

IEEE Trans. Autom. Control., 2013

A Distributed Newton Method for Network Utility Maximization-I: Algorithm.

[BibT_eX]

[DOI]

Ali Jadbabaie

IEEE Trans. Autom. Control., 2013

On the O(1=k) convergence of asynchronous distributed alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

A distributed newton method for dynamic Network Utility Maximization with delivery contracts.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

Distributed Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

On dual convergence of the distributed Newton method for Network Utility Maximization.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

A distributed Newton method for Network Utility Maximization.

[BibT_eX]

[DOI]