Jessica Maghakian

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Particle Filter

Normalized Maximum Likelihood

Recommender Systems

Change Point Detection

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Chengyi Nie, Jessica Maghakian, Zhenhua Liu
Training DNN Models over Heterogeneous Clusters with Optimal Performance. CoRR (2024)
Jessica Maghakian, Paul Mineiro, Kishan Panaganti, Mark Rucker, Akanksha Saran, Cheng Tan
Personalized Reward Learning with Interaction-Grounded Learning (IGL). ICLR (2023)
Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Applied Online Algorithms with Heterogeneous Predictors. ICML (2023)
Jessica Maghakian, Kishan Panaganti, Paul Mineiro, Akanksha Saran, Cheng Tan
Interaction-Grounded Learning for Recommender Systems. ORSUM@RecSys (2022)
Jessica Maghakian, Paul Mineiro, Kishan Panaganti, Mark Rucker, Akanksha Saran, Cheng Tan
Personalized Reward Learning with Interaction-Grounded Learning (IGL). CoRR (2022)
Jessica Maghakian
Online Resource Allocation with Noisy Predictions. SIGMETRICS Perform. Evaluation Rev. 50 (3) (2022)
Jessica Maghakian, Russell Lee, Mohammad H. Hajiesmaili, Jian Li, Zhenhua Liu, Ramesh K. Sitaraman
Leveraging Different Types of Predictors for Online Optimization (Invited Paper). CISS (2021)
Russell Lee, Jessica Maghakian, Mohammad H. Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Online Peak-Aware Energy Scheduling with Untrusted Advice. e-Energy (2021)
Joshua Comden, Jessica Maghakian, Zhenhua Liu
Online Economic Dispatch with Volatile Renewable Generation and Ramping Costs. ICNC (2020)
Yousef El-Laham, Zahraa Krayem, Jessica Maghakian, Mónica F. Bugallo
A Novel Particle Filter for High-Dimensional Systems Using Penalized Perturbations. EUSIPCO (2019)
Jessica Maghakian, Joshua Comden, Zhenhua Liu
Online optimization in the Non-Stationary Cloud: Change Point Detection for Resource Provisioning (Invited Paper). CISS (2019)