Roula Nassif - Publications, H-index & Citations

Roula Nassif

observatoire de la cote d'azur

16H指数

65论文数

750被引数

收录论文 8

发表时间

Enhanced Convergence Guarantees for Distributed CHOCO-SGD over Directed Networks with General Quantizers 在有向网络中具有一般量化器的分布式CHOCO-SGD的增强收敛保证

IEEE Transactions on Signal Processing

IF5.8

2026-09-17

PREAI

Sheng Zhang; Hongyu Han; Roula Nassif; Badong Chen

Differential Error Feedback for Communication-Efficient Decentralized Learning 差分误差反馈用于通信高效的去中心化学习

ieee transactions on image processing

IF5.8

2025-01-01

OAAI

Roula Nassif; Stefan Vlaski; Marco Carpentiero; Vincenzo Matta; Ali H. Sayed

Anomaly Detection in Graph Signals With Complex Wavelet Packet Correlation Mining

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2024-01-01

PREAI

Sun, Xuandi; Nassif, Roula; Richard, Cedric; Yang, Ziye; Chen, Jie; Wang, Haiyan

Noise-Assisted Graph Multivariate Empirical Mode Decomposition With Non-Uniform Projections

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2024-01-01

PREAI

Sun, Xuandi; Nassif, Roula; Richard, Cedric; Wang, Haiyan

Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-05-01

OAAI

Nassif, Roula; Vlaski, Stefan; Richard, Cedric; Chen, Jie; Sayed, Ali H.

Online Distributed Learning Over Graphs With Multitask Graph-Filter Models 具有多任务图过滤器模型的图的在线分布式学习

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2020-01-01

OAAI

Hua, Fei; Nassif, Roula; Richard, Cedric; Wang, Haiyan; Sayed, Ali H.

Diffusion LMS With Communication Delays: Stability and Performance Analysis

ieee signal processing magazine

IF3.9

2020-01-01

OAAI

Hua, Fei; Nassif, Roula; Richard, Cedric; Wang, Haiyan; Sayed, Ali H.

A Regularization Framework for Learning Over Multitask Graphs

ieee signal processing magazine

IF3.9

2019-02-01

OAAI

Nassif, Roula; Vlaski, Stefan; Richard, Cedric; Sayed, Ali H.

研究方向