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kamilazdybal
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About

I am a postdoctoral researcher at Empa, a Swiss federal laboratory. I'm developing tools and algorithms to help scientists and engineers deal with high-dimensional datasets.

During my Ph.D. I worked on reduced-order modeling of turbulent reacting flows. My Ph.D. dissertation is available here: https://tinyurl.com/5e6t6py3

In my free time, I enjoy creating open-source educational materials: https://www.youtube.com/@kamilazdybal/videos

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question
24
What is a distribution over functions?
Nov 9, 2018
question
7
Can the covariance matrix in a Gaussian Process be non-symmetric?
Nov 2, 2018
question
7
What is a consequence of an ill-conditioned Hessian matrix?
Feb 11, 2019
answer
7
Is there an intuitive interpretation of $A^TA$ for a data matrix $A$?
Nov 2, 2018
question
5
Multiple metrics in keras - why and when might we want to use it?
Oct 31, 2019
question
4
Where is the “energy” analogy coming from in PCA?
Mar 18, 2020
question
3
Two ways of obtaining Dynamic Mode Decomposition modes - are they equivalent?
Nov 23, 2018
answer
3
How to interpret PCA coefficients to reduce dimension
Feb 21, 2019
answer
3
Meaning of "reconstruction error" in PCA and LDA
Dec 1, 2019
question
2
What are embeddings in the context of machine learning?
Feb 6, 2020
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25
How can I be up-to-date on recent papers, practically?
17
Why does pepper not stick to the glass with print inside my pepper shaker?
16
What is this grasshopper doing?
14
Writing a list to a file with Python, with newlines
14
Visiting a place in Brussels where Pink Floyd recorded a video