Saber Malekmohammadi

18 papers A* 2A 1B 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Differentially Private Clustered Federated Learning.
Trans. Mach. Learn. Res.
Saber Malekmohammadi, Afaf Taïk, Golnoosh Farnadi
2025 J jnl
Sharpness-Aware Parameter Selection for Machine Unlearning.
CoRR
Saber Malekmohammadi, Hong-Kyu Lee, Li Xiong
2024 J jnl
Mitigating Disparate Impact of Differential Privacy in Federated Learning through Robust Clustering.
CoRR
Saber Malekmohammadi, Afaf Taïk, Golnoosh Farnadi
2024 A* conf
Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning.
ICML
Saber Malekmohammadi, Yaoliang Yu, Yang Cao
2024 J jnl
Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning.
CoRR
Saber Malekmohammadi, Yaoliang Yu, Yang Cao
2024 J jnl
On the Implicit Relation Between Low-Rank Adaptation and Differential Privacy.
CoRR
Saber Malekmohammadi, Golnoosh Farnadi
2024 J jnl
Semi-Variance Reduction for Fair Federated Learning.
CoRR
Saber Malekmohammadi
2023 J jnl
Proportional Fairness in Federated Learning.
Trans. Mach. Learn. Res.
Guojun Zhang, Saber Malekmohammadi, Xi Chen, Yaoliang Yu
2022 J jnl
Equality Is Not Equity: Proportional Fairness in Federated Learning.
CoRR
Guojun Zhang, Saber Malekmohammadi, Xi Chen, Yaoliang Yu
2021 J jnl
An Operator Splitting View of Federated Learning.
CoRR
Saber Malekmohammadi, Kiarash Shaloudegi, Zeou Hu, Yaoliang Yu
2021 A* conf
Graph-SIM: A Graph-based Spatiotemporal Interaction Modelling for Pedestrian Action Prediction.
ICRA
Tiffany Yau, Saber Malekmohammadi, Amir Rasouli, Peter Lakner, Mohsen Rohani, Jun Luo
2021 — conf
Splitting Algorithms for Federated Learning.
PKDD/ECML Workshops (1)
Saber Malekmohammadi, Kiarash Shaloudegi, Zeou Hu, Yaoliang Yu
2020 J jnl
Graph-SIM: A Graph-based Spatiotemporal Interaction Modelling for Pedestrian Action Prediction.
CoRR
Tiffany Yau, Saber Malekmohammadi, Amir Rasouli, Peter Lakner, Mohsen Rohani, Jun Luo
2020 A conf
Non Parametric Graph Learning for Bayesian Graph Neural Networks.
UAI
Soumyasundar Pal, Saber Malekmohammadi, Florence Regol, Yingxue Zhang, Yishi Xu, Mark Coates
2020 J jnl
Non-Parametric Graph Learning for Bayesian Graph Neural Networks.
CoRR
Soumyasundar Pal, Saber Malekmohammadi, Florence Regol, Yingxue Zhang, Yishi Xu, Mark Coates
2020 J jnl
PePScenes: A Novel Dataset and Baseline for Pedestrian Action Prediction in 3D.
CoRR
Amir Rasouli, Tiffany Yau, Peter Lakner, Saber Malekmohammadi, Mohsen Rohani, Jun Luo
2019 B conf
On the Use of Wide Channels in WiFi Networks.
LCN
Saber Malekmohammadi, Catherine Rosenberg, Razvan Stanica
2019 J jnl
Sparsity Promoting Reconstruction of Delta Modulated Voice Samples by Sequential Adaptive Thresholds.
CoRR
Mahdi Boloursaz Mashhadi, Saber Malekmohammadi, Farokh Marvasti