Rasmus T. Jones

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Gaussian Process Regression

Communication Systems

Top Venues

Publications

Rasmus T. Jones, Kyle R. H. Bottrill, Natsupa Taengnoi, Periklis Petropoulos, Metodi P. Yankov
Spectral power profile optimization of a field-deployed wavelength-division multiplexing network enabled by remote EDFA modeling. J. Opt. Commun. Netw. 15 (8) (2023)
Rasmus T. Jones, Kyle R. H. Bottrill, Natsupa Taengnoi, Periklis Petropoulos, Metodi P. Yankov
Spectral Power Profile Optimization of Field-Deployed WDM Network by Remote Link Modeling. CoRR (2022)
Ognjen Jovanovic, Rasmus T. Jones, Simone Gaiarin, Metodi P. Yankov, Francesco Da Ros, Darko Zibar
Optimization of Fiber Optics Communication Systems via End-to-End Learning. ICTON (2020)
Rasmus T. Jones, Metodi P. Yankov, Darko Zibar
End-to-end Learning for GMI Optimized Geometric Constellation Shape. CoRR (2019)
Rasmus T. Jones, Tobias A. Eriksson, Metodi P. Yankov, Benjamin J. Puttnam, Georg Rademacher, Ruben S. Luis, Darko Zibar
Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning. CoRR (2018)
Rasmus T. Jones, Simone Gaiarin, Metodi P. Yankov, Darko Zibar
Noise Robust Receiver for Eigenvalue Communication Systems. OFC (2018)
Rasmus T. Jones, Tobias A. Eriksson, Metodi P. Yankov, Darko Zibar
Deep Learning of Geometric Constellation Shaping Including Fiber Nonlinearities. ECOC (2018)
Rasmus T. Jones, Tobias A. Eriksson, Metodi P. Yankov, Darko Zibar
Deep Learning of Geometric Constellation Shaping including Fiber Nonlinearities. CoRR (2018)
Jesper Wass, Jakob Thrane, Molly Piels, Rasmus T. Jones, Darko Zibar
Gaussian process regression for WDM system performance prediction. OFC (2017)
Rasmus T. Jones, Júlio C. M. Diniz, Metodi P. Yankov, Molly Piels, Andy Doberstein, Darko Zibar
Prediction of Second-Order Moments of Inter-Channel Interference with Principal Component Analysis and Neural Networks. ECOC (2017)
Darko Zibar, Jakob Thrane, Jesper Wass, Rasmus T. Jones, Molly Piels, Christian G. Schaeffer
Machine learning techniques applied to system characterization and equalization. OFC (2016)