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Nikolay Manchev

Orcid: 0000-0003-2987-9234

According to our database1, Nikolay Manchev authored at least 5 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Learning multi-modal recurrent neural networks with target propagation.
[BibTeX]
[DOI]
Nikolay Manchev
,
Michael W. Spratling
Comput. Intell., August, 2024

2023
StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications.
[BibTeX]
[DOI]
Mariam Barry
,
Jacob Montiel
,
Albert Bifet
,
Sameer Wadkar
,
Nikolay Manchev
,
Max Halford
,
Raja Chiky
,
Saad El Jaouhari
,
Katherine B. Shakman
,
Joudi Al Fehaily
,
Fabrice Le Deit
,
Vinh-Thuy Tran
,
Eric Guerizec
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
On the biological plausibility of orthogonal initialisation for solving gradient instability in deep neural networks.
[BibTeX]
[DOI]
Nikolay Manchev
,
Michael W. Spratling
CoRR, 2022

2020
Target Propagation in Recurrent Neural Networks.
[BibTeX]
[DOI]
Nikolay Manchev
,
Michael W. Spratling
J. Mach. Learn. Res., 2020

2006
Parallel Algorithm for Run Length Encoding.
[BibTeX]
[DOI]
Nikolay Manchev
Proceedings of the Third International Conference on Information Technology: New Generations (ITNG 2006), 2006


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