Nikolay Manchev

Joined

January 2025

Names

Nikolay Manchev (Preferred)

Emails

****@kcl.ac.uk (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Department of Informatics, King's College London, University of London (kcl.ac.uk)

2017 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Luis C. Garcia-Peraza-Herrera

2023 – 2025

PhD Advisor

Michael W. Spratling

2017 – 2023

Expertise

machine learning

2017 – Present

deep learning

2017 – Present

recurrent neural networks

2017 – Present

Publications

Learning multi-modal recurrent neural networks with target propagation
Nikolay Manchev, Michael W. Spratling
- Comput. Intell. 2024
- Readers: Everyone
StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications
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
- ICDE 2023
- Readers: Everyone
On the biological plausibility of orthogonal initialisation for solving gradient instability in deep neural networks
Nikolay Manchev, Michael W. Spratling
- Published: 01 Jan 2022, Last Modified: 12 Nov 2023
- CoRR 2022
- Readers: Everyone
Target Propagation in Recurrent Neural Networks
Nikolay Manchev, Michael W. Spratling
- 2020 (modified: 02 Nov 2022)
- J. Mach. Learn. Res. 2020
- Readers: Everyone
Parallel Algorithm for Run Length Encoding
Nikolay Manchev
- ITNG 2006
- Readers: Everyone

Co-Authors