Dr Mehmet Suzen MInstP
Theoretical Physicist | Research Scientist
| github | twitter
| math genealogy |
| Blog: Science Memo
| Blog: Memo's Island |
Publications - selected and recent -
google scholar
- cascading Periodic Spectral Ergodicity (cPSE):
A complexity measure for connectionist machine learning
Manuscript arXiv:1911.07831
Python notebook on nbview
Available in Bristol Package v0.2.6 as a single function.
- Generalised learning in time-series: reconstructive cross-validation (rCV)
Manuscript arXiv:1910.09394
Python notebook on nbview :
Prototype implementation with Ornstein-Uhlenbeck processes
- Compressive transition path sampling: How to simulate rare event for longer time scales?
Manuscript: arXiv:1804.09781
- Spectral ergodicity could explain deep learning.
Manuscript: arXiv:1704.08303
Software:
Talks :
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Effective ergodicity in single-spin-flip dynamics
Phys. Rev. E 90, 032141 (2014) DOI: 10.1103/PhysRevE.90.032141
Mehmet Suezen
Thesis
Selected Blog Posts
Supervisions and mentoring service to community
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Mentor Data Scientists and engineers: Machine learning and data mining projects.
Warwick/London/Cologne: 2015-16, 2018-2019.
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Mentor postdoc colleagues on compressed sensing algorithms.
Barcelona (ICFO), 2009-2010.
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Onboard and provide initial guidance for Marcello Sega, Sofia Kantorovich on
induced charge computation algorithms and
ensemble equivalence in single molecule stretching.
Frankfurt am Main (FIAS) 2006-2009.
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Supervise Computer Science undergraduate projects.
Network anomaly detection.
Cyprus, 2005.
(c) 2016, 2017, 2018, 2019 by Mehmet Suezen
suzen at acm dot org
All rights reserved
Do not copy or distribute without prior permission.