A novel approach for joint analytical and ml-assisted gsnr estimation in flexible optical network F Arpanaei, B Shariati, P Safari, MR Zefreh, JA Hernández, A Carena, ... European Conference and Exhibition on Optical Communication, Tu5. 60, 2022 | 3 | 2022 |
A novel approach to real-time range estimation of underwater acoustic sources using supervised machine learning L Houégnigan, P Safari, C Nadeu, M van der Schaar, M André OCEANS 2017-Aberdeen, 1-5, 2017 | 9 | 2017 |
Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks C Natalino, B Shariati, P Safari, JK Fischer, P Monti 2024 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2024 | | 2024 |
Applications of distributed learning for optical communications networks B Shariati, P Safari, JK Fischer Photonic Networks and Devices, NeW1B. 1, 2020 | 2 | 2020 |
Artificial intelligence tools for oceanography and conservation L Houegnigan, P Safari, C Nadeu, F Moreno-Noguer Conference: ICES Annual Science Conference, 2017 | | 2017 |
Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links M Balanici, B Shariati, P Safari, G Bergk, JK Fischer Optical Fiber Communication Conference, M1H. 2, 2024 | | 2024 |
Charting the future of optical access networks JS Wey, D Khotimsky European Conference and Exhibition on Optical Communication, Mo4C. 1, 2022 | 8 | 2022 |
Deep convolutional neural network for network-wide QoT estimation P Safari, B Shariati, G Bergk, JK Fischer Optical Fiber Communication Conference, Th4J. 3, 2021 | 21 | 2021 |
Deep learning for sequential pattern recognition P Safari Universitat Politècnica de Catalunya, 2013 | 7 | 2013 |
Deep learning in speaker recognition O Ghahabi, P Safari, J Hernando Development and Analysis of Deep Learning Architectures, 145-169, 2020 | 2 | 2020 |
Demonstration of data-sovereign telemetry broker for open and disaggregated optical networks H Qarawlus, S Biehs, B Shariati, JJP Manresa, A Bouchedoub, H Haße, ... Optical Fiber Communication Conference, M3Z. 3, 2023 | 2 | 2023 |
Demonstration of federated learning over edge-computing enabled metro optical networks B Shariati, P Safari, A Mitrovska, N Hashemi, JK Fischer, R Freund 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 13 | 2020 |
Double multi-head attention for speaker verification M India, P Safari, J Hernando ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 26 | 2021 |
Edge Cloud Based Visual Inspection for Automatic Quality Assurance in Production P Safari, B Shariati, D Przewozny, P Chojecki, JK Fischer, R Freund, ... 2022 13th International Symposium on Communication Systems, Networks and …, 2022 | 4 | 2022 |
Enabling optical modulation format identification using an integrated photonic reservoir and a digital multiclass classifier G von Hünefeld, G Ronniger, P Safari, I Sackey, R Thomas, E Seker, ... European Conference and Exhibition on Optical Communication, Tu5. 19, 2022 | 2 | 2022 |
Experimental Demonstration of Optical Modulation Format Identification Using SOI-based Photonic Reservoir G von Hünefeld, G Ronniger, E Seker, R Thomas, P Safari, I Sackey, ... 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 2 | 2023 |
F5G OpenLab: Enabling Twin Transition through Ubiquitous Fiber Connectivity M Balanici, B Shariati, P Safari, P Chojecki, M Chemnitz, D Przewozny, ... 2023 23rd International Conference on Transparent Optical Networks (ICTON), 1-4, 2023 | | 2023 |
FEATURE CLASSIFICATION BY MEANS OF DEEP BELIEF NETWORKS FOR SPEAKER RECOGNITION P Safari, O Ghahabi, J Hernando EUSIPCO 2015, 2015 | 16 | 2015 |
From Features to Speaker Vectors by means of Restricted Boltzmann Machine Adaptation P Safari, O Ghahabi, J Hernando The Speaker and Language Recognition Workshop (Odyssey 2016), 2016 | 13 | 2016 |
Hardware Realization of Neuromorphic Computing with a 4-Port Photonic Reservoir for Modulation Format Identification E Şeker, R Thomas, G von Hünefeld, S Suckow, M Kaveh, G Ronniger, ... arXiv preprint arXiv:2406.13549, 2024 | | 2024 |