New blog post:
"Higher orders need higher standards"
skewed.de/lab/posts/hi...
I discuss our current work disentangling misconceptions around "higher-order" networks: arxiv.org/abs/2602.16937
Explainer thread for the paper here: bsky.app/profile/tiag...
New on the arxiv:
“Graphs are maximally expressive for higher-order interactions”
arxiv.org/abs/2602.16937
We clarify central misconceptions in the recent literature on "higher-order networks".
w/ @piratepeel.bsky.social , @manlius.bsky.social, and @thilogross.bsky.social
Explainer 🧵: 1/N
I wrote a blog post about the often stated but never explained assumption that communities in graphs should always be connected.
This is inconsistent with statistical significance and null models that underlie the most widely employed methods.
skewed.de/lab/posts/co...
Just out on @royalsocietypublishing.org:
"Scalable network reconstruction in subquadratic time"
royalsocietypublishing.org/doi/10.1098/...
Previous explainer thread here: bsky.app/profile/tiag...
Code here: graph-tool.skewed.de/static/docs/...
Double feature, just out on @royalsocietypublishing.org:
"Uncertainty quantification and posterior sampling for network reconstruction"
Previous explainer thread here: bsky.app/profile/tiag...
Code here: graph-tool.skewed.de/static/docs/...
royalsocietypublishing.org/doi/10.1098/...
Very happy that Lena joined the group! 🚀
🎓 Short interview with me by the lovely people at @cams.ehess.fr , where I wrapped up my PhD this summer ✨ In 🇫🇷, with a longer version also available in 🇬🇧: shorturl.at/FjNRA
Last week we had our second “Inverse Complexity Lab Retreat” at wonderful Traunkirchen!
skewed.de/lab/group.ht...
Nothing like eldritch C++ incantations by the sunny lakeside! 🏖️
Tomorrow 1.30-2.30pm, poster ID 82
Attending @ic2s2.bsky.social? Checkout the poster presented by @thomrobiglio.bsky.social! #ic2s2
New preprint: “Multiscale patterns of migration flows in Austria: regionalization, administrative barriers, and urban-rural divides”, with @thomrobiglio.bsky.social, Martina Contisciani, @martonkarsai.bsky.social, arxiv.org/abs/2507.11503
Are you from the US and would like to work as a postdoc in Austria, maybe in our lab? 25 new fellowships will be available in July from the @oeaw.bsky.social: www.oeaw.ac.at/en/news/25-n...
If you are interested; get in touch!
Are you from the US and would like to work as a postdoc in Austria, maybe in our lab? 25 new fellowships will be available in July from the @oeaw.bsky.social: www.oeaw.ac.at/en/news/25-n...
If you are interested; get in touch!
@invcomplexity.skewed.de bike train to @netsciconf.bsky.social
@ituaustria.bsky.social
A couple of weeks ago we had our first “Complexity Lab Retreat” at great location in Traunkirchen!
skewed.de/lab/group.ht...
We had the opportunity to flex our methodological muscles and learn the dark secrets of the C++ internals of @graph-tool.skewed.de! 💀🤘
There will be more of these!
Any interest of participation from outside the group? 🤔
A couple of weeks ago we had our first “Complexity Lab Retreat” at great location in Traunkirchen!
skewed.de/lab/group.ht...
We had the opportunity to flex our methodological muscles and learn the dark secrets of the C++ internals of @graph-tool.skewed.de! 💀🤘
🚨 New paper on ArXiv:
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
go.bsky.app/5hRft3g
Good news for Arch GNU/Linux users! Graph-tool is now available in the main repository! To install it, just do:
pacman -S python-graph-tool
The days of compiling graph-tool from AUR are over!
Rejoice! 🎉
Get 2025 started by reducing your compile times!
graph-tool.skewed.de
🚨 Job alert 🚨
IT:U is hiring 5 professors (open rank) in Data Science, very broadly defined!
Focuses include (among others):
1. Theoretical Foundations of Data Science
2. Data Science in Biological Systems
3. Data Science in Human Mobility
it-u.at/en/careers/p... 1/2
Good news everyone! A new version of graph-tool is just out! @graph-tool.skewed.de
graph-tool.skewed.de
Graph-tool is a comprehensive and efficient Python library to work with networks, including structural, dynamical, and statistical algorithms, as well as visualization. 1/N
#networkscience
🚨Job alert!🚨
Come join us at the Inverse Complexity Lab @invcomplexity.skewed.de
We’re hiring a post-doctoral researcher to join our group at IT:U, Linz, Austria.
skewed.de/lab/call.html
Deadline is 30 Nov 2024. (Next Saturday!)
Spread the word.
#networkscience #complexsystems
Did you know that you install @graph-tool.skewed.de via @condaproject.bsky.social, it will install binaries that are
optimized for your specific CPU micro-architecture, including SIMD vectorization, in addition to having OpenMP enabled?
It's awesome! Try it out today!
Great postdoc opportunity to wrok with @skewed.de at the Inverse Complexity Lab (@invcomplexity.bsky.social) at the new university IT:U in Linz.
#Complexity 🧪
🚨Job alert!🚨
Come join us at the Inverse Complexity Lab! @invcomplexity.bsky.social
We’re hiring a post-doctoral researcher to join our group at IT:U, Linz, Austria.
skewed.de/lab/call.html
Deadline is 30 Nov 2024.
1/8
Hello world! We're a research group led by Tiago Peixoto (@skewed.de) at the newly founded IT:U, Linz, Austria.
We focus on inverse problems in network science and complex systems.
Learn more at: skewed.de/lab
Follow this account to get scientific updates!
#NetSci #NetSky #ComplexSystems
FolIow, if you want to be updated about all the inverse complexity we are doing!
Hello world! We're a research group led by @skewed.de at the newly founded IT:U, Linz, Austria.
We focus on inverse problems in network science and complex systems.
Follow this account to get scientific updates!
