Saber Malekmohammadi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Graph Connectivity

Structural Learning

Statistical Queries

Top Venues

PKDD/ECML Workshops (1)

Publications

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