Pooyan Safari

Inter-Operator Machine Learning Model Trading over Acumos AI Federated Marketplace

Behnam Shariati, Pooyan Safari, Geronimo Bergk, 2021, 2021 Optical Fiber Communications Conference and Exhibition (OFC).

Deep Convolutional Neural Network for Network-wide QoT Estimation

Behnam Shariati, Pooyan Safari, Geronimo Bergk, 2021, 2021 Optical Fiber Communications Conference and Exhibition (OFC).

Secure Multi-Party Computation and Statistics Sharing for ML Model Training in Multi-domain Multi-vendor Networks

Behnam Shariati, Pooyan Safari, Geronimo Bergk, 2021, 2021 European Conference on Optical Communication (ECOC).

Vertical Federated Learning for Privacy-Preserving ML Model Development in Partially Disaggregated Networks

Behnam Shariati, Pooyan Safari, Johannes Karl Fischer, 2021, 2021 European Conference on Optical Communication (ECOC).