Pooyan Safari

PhD thesis, 2024

Experimental dataset for developing and testing ML models in optical communication systems.

[BibT_eX]

[DOI]

J. Opt. Commun. Netw., 2024

Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks.

[BibT_eX]

[DOI]

Carlos Natalino

Paolo Monti

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Live Demonstration of Autonomous Link-Capacity Adjustment in Optical Metro-Aggregation Networks.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Federated Learning Governance using Eclipse Dataspace Components Connectors.

[BibT_eX]

[DOI]

Angela Mitrovska

Marcel Fernandez Rosas

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Telemetry Framework with Data Sovereignty Features.

[BibT_eX]

[DOI]

Jose-Juan Pedreno-Manresa

Haydar Qarawlus

Steffen Biehs

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

QoT Violation in Low-Margin Optical Networks.

[BibT_eX]

[DOI]

Wanda Baltzer

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Demonstration of Data-Sovereign Telemetry Broker for Open and Disaggregated Optical Networks.

[BibT_eX]

[DOI]

Haydar Qarawlus

Steffen Biehs

José Juan Pedreño Manresa

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Experimental Demonstration of Optical Modulation Format Identification Using SOI-based Photonic Reservoir.

[BibT_eX]

[DOI]

Guillermo von Hünefeld

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

F5G OpenLab: Enabling Twin Transition through Ubiquitous Fiber Connectivity.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

2022

ML-assisted QoT estimation: a dataset collection and data visualization for dataset quality evaluation.

[BibT_eX]

[DOI]

JOCN, 2022

Interactive Visual Analytics Dashboard for the Paradigm of ML-assisted Autonomous Optical Networking.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Traffic Monitoring and Analytics Framework for Optical Access Networks.

[BibT_eX]

[DOI]

Proceedings of the 13th International Symposium on Communication Systems, 2022

Edge Cloud based Visual Inspection for Automatic Quality Assurance in Production.

[BibT_eX]

[DOI]

Axel Vick

Moritz Chemnitz

Proceedings of the 13th International Symposium on Communication Systems, 2022

2021

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

[BibT_eX]

[DOI]

Geronimo Bergk

Felix Immanuel Oertel

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Deep Convolutional Neural Network for Network-wide QoT Estimation.

[BibT_eX]

[DOI]

Geronimo Bergk

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Double Multi-Head Attention for Speaker Verification.

[BibT_eX]

[DOI]

Miquel India

Proceedings of the IEEE International Conference on Acoustics, 2021

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

[BibT_eX]

[DOI]

Geronimo Bergk

Proceedings of the European Conference on Optical Communication, 2021

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

[BibT_eX]

[DOI]

Nazila Hashemi

Proceedings of the European Conference on Optical Communication, 2021

2020

Deep Learning in Speaker Recognition.

[BibT_eX]

[DOI]

Omid Ghahabi

Proceedings of the Development and Analysis of Deep Learning Architectures, 2020

Privacy-Preserving Distributed Learning Framework for 6G Telecom Ecosystems.

[BibT_eX]

[DOI]

CoRR, 2020

Self-Attention Encoding and Pooling for Speaker Recognition.

[BibT_eX]

[DOI]

Miquel India

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Demonstration of Federated Learning over Edge-Computing Enabled Metro Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Optical Communications, 2020

2019

Towards Recognizing Phrase Translation Processes: Experiments on English-French.

[BibT_eX]

[DOI]

POLIBITS, 2019

Self Multi-Head Attention for Speaker Recognition.

[BibT_eX]

[DOI]

Miquel India

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Restricted Boltzmann Machine Vectors for Speaker Clustering.

[BibT_eX]

[DOI]

Umair Khan

Proceedings of the Fourth International Conference, 2018

2017

LIMSI$@$WMT'17.

[BibT_eX]

[DOI]

Proceedings of the Second Conference on Machine Translation, 2017

2016

From Features to Speaker Vectors by means of Restricted Boltzmann Machine Adaptation.

[BibT_eX]

[DOI]

Omid Ghahabi

Proceedings of the Odyssey 2016: The Speaker and Language Recognition Workshop, 2016

2015

Feature classification by means of deep belief networks for speaker recognition.

[BibT_eX]

[DOI]

Omid Ghahabi