Hao Yu

Machine Learning Engineer, LinkedIn

Joined

September 2019

Names

Hao Yu (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Machine Learning Engineer

LinkedIn (linkedin.com)

2022 – Present

Applied Scientist

Amazon (amazon.com)

2019 – 2022

Senior Algorithm Engineer

Alibaba Group (alibaba-inc.com)

2018 – 2019

PhD student

University of Southern California (usc.edu)

2012 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

federated learning

2018 – Present

online learning

2016 – Present

optimization

2012 – Present

Publications

Byzantine-resilient distributed learning under constraints
Dongsheng Ding, Xiaohan Wei, Hao Yu, Mihailo R. Jovanovic
- 2021 (modified: 17 Apr 2023)
- ACC 2021
- Readers: Everyone
Online Primal-Dual Mirror Descent under Stochastic Constraints
Xiaohan Wei, Hao Yu, Michael J. Neely
- Published: 01 Jan 2020, Last Modified: 27 Apr 2023
- SIGMETRICS (Abstracts) 2020
- Readers: Everyone
Online Primal-Dual Mirror Descent under Stochastic Constraints
Xiaohan Wei, Hao Yu, Michael J. Neely
- Published: 01 Jan 2020, Last Modified: 27 Apr 2023
- Proc. ACM Meas. Anal. Comput. Syst. 2020
- Readers: Everyone
A Low Complexity Algorithm with O(√T) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints
Hao Yu, Michael J. Neely
- Published: 01 Jan 2020, Last Modified: 27 Apr 2023
- J. Mach. Learn. Res. 2020
- Readers: Everyone
Learning-Aided Optimization for Energy-Harvesting Devices With Outdated State Information
Hao Yu, Michael J. Neely
- Published: 01 Jan 2019, Last Modified: 27 Apr 2023
- IEEE/ACM Trans. Netw. 2019
- Readers: Everyone
Solving Non-smooth Constrained Programs with Lower Complexity than \mathcal{O}(1/\varepsilon): A Primal-Dual Homotopy Smoothing Approach
Xiaohan Wei, Hao Yu, Qing Ling, Michael J. Neely
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Solving Non-smooth Constrained Programs with Lower Complexity than 𝒪(1/ε): A Primal-Dual Homotopy Smoothing Approach
Xiaohan Wei, Hao Yu, Qing Ling, Michael J. Neely
- Published: 01 Jan 2018, Last Modified: 27 Apr 2023
- CoRR 2018
- Readers: Everyone
Online Learning in Weakly Coupled Markov Decision Processes: A Convergence Time Study
Xiaohan Wei, Hao Yu, Michael J. Neely
- Published: 01 Jan 2018, Last Modified: 27 Apr 2023
- SIGMETRICS (Abstracts) 2018
- Readers: Everyone
On the Convergence Time of Dual Subgradient Methods for Strongly Convex Programs
Hao Yu, Michael J. Neely
- Published: 01 Jan 2018, Last Modified: 27 Apr 2023
- IEEE Trans. Autom. Control. 2018
- Readers: Everyone
Learning Aided Optimization for Energy Harvesting Devices with Outdated State Information
Hao Yu, Michael J. Neely
- Published: 01 Jan 2018, Last Modified: 27 Apr 2023
- INFOCOM 2018
- Readers: Everyone

View all 27 publications