Pouya M. Ghari

According to our database, Pouya M. Ghari authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Personalized Group Relative Policy Optimization for Heterogenous Preference Alignment.

Jialu Wang, Heinrich Peters, Asad A. Butt, Navid Hashemi, Alireza Hashemi, Pouya M. Ghari, Joseph Hoover, James Rae, Morteza Dehghani

CoRR, March, 2026

2025

Iterative Foundation Model Fine-Tuning on Multiple Rewards.

Pouya M. Ghari, Simone Sciabola, Ye Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Online Learning With Uncertain Feedback Graphs.

Pouya M. Ghari, Yanning Shen

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Budgeted Online Model Selection and Fine-Tuning via Federated Learning.

Pouya M. Ghari, Yanning Shen

Trans. Mach. Learn. Res., 2024

GFlowNet Assisted Biological Sequence Editing.

Pouya M. Ghari, Alex M. Tseng, Gökcen Eraslan, Romain Lopez, Tommaso Biancalani, Gabriele Scalia, Ehsan Hajiramezanali

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning.

Pouya M. Ghari, Yanning Shen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Graph-Aided Online Multi-Kernel Learning.

Pouya M. Ghari, Yanning Shen

J. Mach. Learn. Res., 2023

2022

Moving Aerial Anchors Assisted Network Localization.

Pouya M. Ghari, Maryam Sabbaghian, Halim Yanikomeroglu

IEEE Trans. Wirel. Commun., 2022

Personalized Online Federated Learning with Multiple Kernels.

Pouya M. Ghari, Yanning Shen

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

Online Learning with Probabilistic Feedback.

Pouya M. Ghari, Yanning Shen

Proceedings of the IEEE International Conference on Acoustics, 2022

Graph-Assisted Communication-Efficient Ensemble Federated Learning.

Pouya M. Ghari, Yanning Shen

Proceedings of the 30th European Signal Processing Conference, 2022

2020

Online Multi-Kernel Learning with Graph-Structured Feedback.

Pouya M. Ghari, Yanning Shen

Proceedings of the 37th International Conference on Machine Learning, 2020

Graph-aided Online Learning with Expert Advice.

Pouya M. Ghari, Yanning Shen

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020