Hao Yu

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 22

Top Topics

State Information

Constraint Violations

Convex Programs

Lower Complexity

Top Venues

IEEE/ACM Trans. Netw.

Publications

Dongsheng Ding, Xiaohan Wei, Hao Yu, Mihailo R. Jovanovic
Byzantine-resilient distributed learning under constraints. ACC (2021)
Xiaohan Wei, Hao Yu, Michael J. Neely
Online Primal-Dual Mirror Descent under Stochastic Constraints. SIGMETRICS (Abstracts) (2020)
Hao Yu, Michael J. Neely
A Low Complexity Algorithm with O(√T) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints. J. Mach. Learn. Res. 21 (2020)
Xiaohan Wei, Hao Yu, Michael J. Neely
Online Primal-Dual Mirror Descent under Stochastic Constraints. Proc. ACM Meas. Anal. Comput. Syst. 4 (2) (2020)
Hao Yu, Michael J. Neely
Learning-Aided Optimization for Energy-Harvesting Devices With Outdated State Information. IEEE/ACM Trans. Netw. 27 (4) (2019)
Xiaohan Wei, Hao Yu, Michael J. Neely
Online Learning in Weakly Coupled Markov Decision Processes: A Convergence Time Study. SIGMETRICS (Abstracts) (2018)
Hao Yu, Michael J. Neely
Learning Aided Optimization for Energy Harvesting Devices with Outdated State Information. INFOCOM (2018)
Xiaohan Wei, Hao Yu, Qing Ling, Michael J. Neely
Solving Non-smooth Constrained Programs with Lower Complexity than \mathcal{O}(1/\varepsilon): A Primal-Dual Homotopy Smoothing Approach. NeurIPS (2018)
Xiaohan Wei, Hao Yu, Michael J. Neely
Online Learning in Weakly Coupled Markov Decision Processes: A Convergence Time Study. Proc. ACM Meas. Anal. Comput. Syst. 2 (1) (2018)
Hao Yu, Michael J. Neely
On the Convergence Time of Dual Subgradient Methods for Strongly Convex Programs. IEEE Trans. Autom. Control. 63 (4) (2018)
Hao Yu, Michael J. Neely
A New Backpressure Algorithm for Joint Rate Control and Routing With Vanishing Utility Optimality Gaps and Finite Queue Lengths. IEEE/ACM Trans. Netw. 26 (4) (2018)
Xiaohan Wei, Hao Yu, Qing Ling, Michael J. Neely
Solving Non-smooth Constrained Programs with Lower Complexity than 𝒪(1/ε): A Primal-Dual Homotopy Smoothing Approach. CoRR (2018)
Hao Yu, Michael J. Neely
Learning Aided Optimization for Energy Harvesting Devices with Outdated State Information. CoRR (2018)
Hao Yu, Michael J. Neely
A Simple Parallel Algorithm with an O(1/t) Convergence Rate for General Convex Programs. SIAM J. Optim. 27 (2) (2017)
Hao Yu, Michael J. Neely, Xiaohan Wei
Online Convex Optimization with Stochastic Constraints. NIPS (2017)
Hao Yu, Michael J. Neely
Dynamic Transmit Covariance Design in MIMO Fading Systems With Unknown Channel Distributions and Inaccurate Channel State Information. IEEE Trans. Wirel. Commun. 16 (6) (2017)
Hao Yu, Michael J. Neely
A New Backpressure Algorithm for Joint Rate Control and Routing with Vanishing Utility Optimality Gaps and Finite Queue Lengths. CoRR (2017)
Hao Yu, Michael J. Neely
A new backpressure algorithm for joint rate control and routing with vanishing utility optimality gaps and finite queue lengths. INFOCOM (2017)
Hao Yu, Michael J. Neely
A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and Finite Constraint Violations for Online Convex Optimization with Long Term Constraints. CoRR (2016)
Hao Yu, Michael J. Neely
A Primal-Dual Type Algorithm with the O(1/t) Convergence Rate for Large Scale Constrained Convex Programs. CoRR (2016)
Hao Yu, Michael J. Neely
Dynamic power allocation in MIMO fading systems without channel distribution information. INFOCOM (2016)
Hao Yu, Michael J. Neely
A primal-dual type algorithm with the O(1/t) convergence rate for large scale constrained convex programs. CDC (2016)
Hao Yu, Michael J. Neely
On the convergence time of the drift-plus-penalty algorithm for strongly convex programs. CDC (2015)
Hao Yu, Michael J. Neely
Dynamic Power Allocation in MIMO Fading Systems Without Channel Distribution Information. CoRR (2015)
Hao Yu, Michael J. Neely
Duality Codes and the Integrality Gap Bound for Index Coding. IEEE Trans. Inf. Theory 60 (11) (2014)
Hao Yu, Michael J. Neely
Duality codes and the integrality gap bound for index coding. Allerton (2013)
Hao Yu, Michael J. Neely
Duality Codes and the Integrality Gap Bound for Index Coding. CoRR (2013)