Saber Malekmohammadi

According to our database, Saber Malekmohammadi authored at least 13 papers between 2019 and 2024.

Collaborative distances:

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

2024

On the Implicit Relation Between Low-Rank Adaptation and Differential Privacy.

Saber Malekmohammadi, Golnoosh Farnadi

CoRR, 2024

Semi-Variance Reduction for Fair Federated Learning.

Saber Malekmohammadi

CoRR, 2024

Mitigating Disparate Impact of Differential Privacy in Federated Learning through Robust Clustering.

Saber Malekmohammadi, Afaf Taïk, Golnoosh Farnadi

CoRR, 2024

Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning.

Saber Malekmohammadi, Yaoliang Yu, Yang Cao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Proportional Fairness in Federated Learning.

Guojun Zhang, Saber Malekmohammadi, Xi Chen, Yaoliang Yu

Trans. Mach. Learn. Res., 2023

2022

Equality Is Not Equity: Proportional Fairness in Federated Learning.

Guojun Zhang, Saber Malekmohammadi, Xi Chen, Yaoliang Yu

CoRR, 2022

2021

An Operator Splitting View of Federated Learning.

Saber Malekmohammadi, Kiarash Shaloudegi, Zeou Hu, Yaoliang Yu

CoRR, 2021

Splitting Algorithms for Federated Learning.

Saber Malekmohammadi, Kiarash Shaloudegi, Zeou Hu, Yaoliang Yu

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Graph-SIM: A Graph-based Spatiotemporal Interaction Modelling for Pedestrian Action Prediction.

Tiffany Yau, Saber Malekmohammadi, Amir Rasouli, Peter Lakner, Mohsen Rohani, Jun Luo

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

PePScenes: A Novel Dataset and Baseline for Pedestrian Action Prediction in 3D.

Amir Rasouli, Tiffany Yau, Peter Lakner, Saber Malekmohammadi, Mohsen Rohani, Jun Luo

CoRR, 2020

Non Parametric Graph Learning for Bayesian Graph Neural Networks.

Soumyasundar Pal, Saber Malekmohammadi, Florence Regol, Yingxue Zhang, Yishi Xu, Mark Coates

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2019

Sparsity Promoting Reconstruction of Delta Modulated Voice Samples by Sequential Adaptive Thresholds.

Mahdi Boloursaz Mashhadi, Saber Malekmohammadi, Farokh Marvasti

CoRR, 2019

On the Use of Wide Channels in WiFi Networks.

Saber Malekmohammadi, Catherine Rosenberg, Razvan Stanica

Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019