Sena, M.M.SenaErkilinc, M.S.M.S.ErkilincDippon, T.T.DipponShariati, B.B.ShariatiEmmerich, R.R.EmmerichFischer, J.K.J.K.FischerFreund, R.R.Freund2022-03-152022-03-152020https://publica.fraunhofer.de/handle/publica/41199010.1109/ECOC48923.2020.9333408We propose a Bayesian optimization based DSP algorithm that autonomously tunes Volterra filter design and the parameters of digital pre-distortion schemes to enable transmitter optimal operation. We experimentally validate it for Volterra and memory polynomial filters in a 64 and 80 GBd DP-64QAM b2b setup.en621conference paper