Polina Bayvel
Electrical and Electronic Engineering · 2000–2018
A researcher in the Science corpus: 7 papers; trusts 2 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Electrical and Electronic Engineering — 31 citations into it; #10,107 of 16,539 by trust here, #7,308 by citations
Whom Polina Bayvel trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Polina Bayvel overall
Papers from Polina Bayvel's perspective
Ordered by how strongly the researchers Polina Bayvel trusts endorse each paper. Same corpus, a different order for every researcher.
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Rectified Linear Units Improve Restricted Boltzmann Machines
- The GN Model of Non-Linear Propagation in Uncompensated Coherent Optical Systems (Journal of Lightwave Technology)
- Deep Learning
- Nonlinear Shannon Limit in Pseudolinear Coherent Systems (Journal of Lightwave Technology)
- Compensation of Dispersion and Nonlinear Impairments Using Digital Backpropagation (Journal of Lightwave Technology)
- Visualizing Data using t-SNE
- Analysis of intrachannel nonlinear effects in highly dispersed optical pulse transmission (IEEE Photonics Technology Letters)
- Learning representations by back-propagating errors
- Multilayer feedforward networks are universal approximators
Their papers
- Electronic dispersion compensation by signal predistortion using digital Processing and a dual-drive Mach-Zehnder Modulator (2005) — 187 citations
- Electronic compensation of chromatic dispersion using a digital coherent receiver. (2007) — 372 citations
- Replacing the Soft-Decision FEC Limit Paradigm in the Design of Optical Communication Systems (2015) — 322 citations
- Reduction of intrachannel nonlinear distortion in 40-Gb/s-based WDM transmission over standard fiber (2000) — 155 citations
- End-to-End Deep Learning of Optical Fiber Communications (2018) — 326 citations
- The Gaussian Noise Model in the Presence of Inter-Channel Stimulated Raman Scattering (2017) — 164 citations
- SSBI Mitigation and the Kramers–Kronig Scheme in Single-Sideband Direct-Detection Transmission With Receiver-Based Electronic Dispersion Compensation (2017) — 240 citations