Romain Chor

Publications by Year

Research Areas

Stochastic Gradient Optimization Techniques, Privacy-Preserving Technologies in Data, Distributed Sensor Networks and Detection Algorithms, Wireless Communication Security Techniques, Sparse and Compressive Sensing Techniques

Most-Cited Works

• → Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning(2022)4 cited
• → More Communication Does Not Result in Smaller Generalization Error in Federated Learning(2023)2 cited
• → Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!(2023)2 cited
• → Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective(2025)
• Systèmes d'apprentissage distribué et fédéré : bornes de généralisation via théorie de l'information et algorithmes(2025)