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members:golkov [2018/07/14 15:11] Dr. Vladimir Golkov |
members:golkov [2021/11/21 18:11] Dr. Vladimir Golkov |
| <member/> |
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| My work focuses on **deep learning since 2014**. My research interests include: |
| * data structures such as **high-dimensional and geometric data**, |
| * data-processing goals **beyond supervised learning**, for example clustering or anomaly detection, |
| * areas of application such as **biomedicine and physics**. |
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{{page>includes:member}} | Students who did projects under my supervision went on to become PhD students at TUM, Mila, ETHZ, Cambridge, and more. |
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Students who did projects under my supervision went on to become PhD students of [[https://vision.in.tum.de/|Prof. Cremers]], [[http://campar.in.tum.de/Chair/PeopleList|Prof. Navab]], [[https://rostlab.org/group/people|Prof. Rost]], [[http://www.razanskylab.org/members/|Prof. Razansky]], [[https://www.cbi.ei.tum.de/index.php?id=people|Prof. Ntziachristos]], and more. | <html> |
| <!-- |
| Students who did projects under my supervision went on to become PhD students of |
| [[https://vision.in.tum.de/|Prof. Cremers]], |
| [[http://campar.in.tum.de/Chair/PeopleList|Prof. Navab]], |
| [[https://rostlab.org/group/people|Prof. Rost]], |
| [[https://www.in.tum.de/gagneurlab/members/|Prof. Gagneur]], |
| [[https://niessnerlab.org/team.html|Prof. Nießner]], |
| [[http://aim-lab.io/#people|Prof. Rückert]], |
| [[http://ai-med.de/people/|Prof. Wachinger]], |
| [[http://www.msrm.tum.de/rsi/team/|Prof. Haddadin]], |
| [[https://mila.quebec/en/mila/team/|Prof. Precup]], |
| [[http://www.razanskylab.org/members/|Prof. Razansky]], |
| [[https://www.helmholtz-muenchen.de/ibmi/people/phd-students/index.html|Prof. Ntziachristos]] |
| (with Prof. van der Smagt), |
| [[https://www.helmholtz-muenchen.de/icb/research/groups/machine-learning/staff/index.html|Prof. Theis]], |
| [[https://www.model.in.tum.de/people/runkler/|Prof. Runkler]], |
| [[https://www.in.tum.de/en/caps/staff/|Prof. Schulz]], |
| Prof. Griffin & [[https://bkleinberg.net/#phd-students|Prof. Kleinberg]], |
| [[https://icu.ee.ethz.ch/people/phd-students.html|Prof. Van Gool]], |
| [[https://prs.igp.ethz.ch/group/people.html|Prof. Schindler]], |
| [[https://www.cl.cam.ac.uk/people/students.html|Prof. Liò]], |
| [[https://graphics.unizar.es/team.html|Prof. Jarabo]], |
| and others. |
| --> |
| </html> |
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Quick links: [[https://isocpp.org/faq|C++]], [[http://www.getreuer.info/matopt.pdf|Matlab]], [[http://www.omahapython.org/IdiomaticPython.html|Python]], [[https://docs.scipy.org/doc/numpy/reference/arrays.indexing.html|NumPy]], [[https://cdn.journals.aps.org/files/rmpguapa.pdf|scientific writing]], [[https://www.safaribooksonline.com/library/view/apprenticeship-patterns/9780596806842/#toc-start|software craftsmanship]] | |
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Grant support: Deutsche Telekom Foundation | Publications:<bibtex> |
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<bibtex> | |
<author>V. Golkov</author> | <author>V. Golkov</author> |
<bytype>-1</bytype> | <bytype>-1</bytype> |
</bibtex> | </bibtex> |
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| Quick links: |
| [[https://isocpp.org/faq|C++]], |
| [[https://de.mathworks.com/matlabcentral/fileexchange/5685-writing-fast-matlab-code|Matlab]] |
| ([[http://www.csc.kth.se/utbildning/kth/kurser/DN2255/ndiff13/matopt.pdf|without password]]), |
| [[http://www.omahapython.org/IdiomaticPython.html|Python]], |
| [[https://docs.scipy.org/doc/numpy/reference/arrays.indexing.html|NumPy]], |
| [[http://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.1001745#s1a|best coding practices]], |
| [[https://www.safaribooksonline.com/library/view/apprenticeship-patterns/9780596806842/#toc-start|apprenticeship patterns / software craftsmanship (table of contents can be expanded and contains links to the entire book)]], |
| [[https://rockt.github.io/2018/08/29/msc-advice|student projects]], |
| [[https://www.springer.com/de/book/9783834810373|mathematical image processing]] |
| ([[http://link.springer.com.eaccess.ub.tum.de/978-3-8348-9814-2|free access through TUM]]), |
| [[https://web.stanford.edu/~boyd/papers/prox_algs.html|proximal algorithms]], |
| [[https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmr.a.20123|magnetic resonance]], |
| biology |
| [[https://www.ibiology.org/biology-topics/|1]] |
| [[https://pdb101.rcsb.org/browse|2]], |
| literature network |
| [[https://www.connectedpapers.com/|1]] |
| [[https://www.citationgecko.com/|2]], |
| research and scientific writing |
| [[https://cdn.journals.aps.org/files/rmpguapa.pdf|1]] |
| [[https://www.microsoft.com/en-us/research/academic-program/write-great-research-paper/#!other-resources|2]] |
| [[https://www.microsoft.com/en-us/research/academic-program/write-great-research-paper/|3]], |
| [[https://thesisguide.org/|thesis guide]], |
| [[https://www.techtalents.io/wp-content/uploads/2019/10/UnternehmerTUM_Handbuch-Soft-Skills_-2019.pdf|soft skills manual for students]], |
| [[https://www.together.tum.de/en/news/publications/tum-career-guide/|TUM Career Guide for International Students]], |
| [[https://www.together.tum.de/en/news/publications/career-manual/|TUM Career Manual]], |
| PhD scholarships |
| [[https://www.stipendienlotse.de/|1]] |
| [[https://www.daad.de/deutschland/stipendium/datenbank/en/21148-scholarship-database/|2]] |
| [[https://www.mystipendium.de/|3]] |
| [[https://www.e-fellows.net/Studium/Stipendien/Stipendien-Datenbank/Stipendium-suchen-finden|4]] etc., |
| [[https://www.ismrm.org/14/TWAG.htm|conferences]], |
| [[http://collections.plos.org/ten-simple-rules|Ten Simple Rules series]] |
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| Grant support: Deutsche Telekom Foundation |
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