I think they get a placebo
In triple blind the editors also don’t know. But I’m pretty sure I’ve even had quadruple blind: the reviews don’t know which paper they belong to
I think maybe the same, but is British sarcasm/irony can be both subtle and frequent...
Can't get over the fact that in the ML literature the act of *sampling* from an inferred model is now called “inference.”
We really are in the worst timeline.
We are looking for a PhD student to work with us on network science methods for biomedicine. The student can be enrolled in any graduate program. #NetworkMedicine #ComplexSystems.
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...
Maybe a partial answer to your question of where this idea comes from: a network is sometimes *defined* to be the largest component, e.g., the internet is the largest component of connected computers. In those cases specifically it could be sensible starting point.
A principled graph embedding that also appears to work well in practice: arxiv.org/abs/2512.02694
Our review on multilayer network science is out on the arXiv. Thanks to all collaborators of the AccelNet MultiNet project, great working with you all 🙏 @alexvespi.bsky.social @ymoreno.bsky.social @lordgrilo.bsky.social @anduviera.bsky.social @baronca.bsky.social
arxiv.org/abs/2511.23371
Whoever created OpenReview looked at online anonymous forums and thought "yes, this is the platform to foster productive debate"
Ah yes, Ramanujan's famous proof that pi^2 is rational
Very good post. I very much agree with the overall position.
I suspect saying if an array is "really" a vector, or a linear transform, or a photo, or a graph, or ..., is up to us as humans
Do you mean like: you have a (d x n) data matrix, hidden representations are, e.g., (4d x n), and the final output is say (2 x n). If so, isn't this the prototypical use case?
Excited to introduce Vibes from Meta. Eat your slop, piggies!
Message passing for epidemiological interventions on networks with loops
https://arxiv.org/abs/2509.21596
Our fall seminar series begins this Thursday, Oct. 2 (4pm UTC+1/11am EDT) with a talk by Elena Candellone. She’ll be speaking about “Mapping extreme users through negative ties in online social interactions”, followed by a discussion on “the joy of planning scientific events”.
arXiv alert! 📄🚨
Robustness of small networks
arxiv.org/abs/2509.23670
Great to dust off one of my favorite topics and get to collaborate with the legendary
@aliceschwarze.bsky.social and Peter Mucha
#SpreadtheWord
We are looking for #PhD candidates passionate about using large-scale data analysis, quantitative models, and complexity science to study the complex interactions within #epidemiology, #OneHealth, and #publichealthsystems.
More info: csh.ac.at/education/gr...
The Probabilistic Systems, Information, and Inference group at the University of Cambridge is seeking applicants for funded PhD positions.
Anyone who wants to study networks/complex systems/statistical physics/inference can email me at gtc31@cam.ac.uk
Right, we solved directly for the stationary state, but one could also integrate for the transient. I'll look into it... thanks!
Oh, you have some nice calculations for the cluster expansion! But I think this reinfection counting has the same equilibrium prediction as the regular pair-approx
We found a nice way to accurately solve the SIS model. Rather than expanding in space with ever larger moment closures (pairs, triples, ...), we expand in time. No more difficult than pair-approximations yet much more accurate.
arxiv.org/abs/2509.11706
Strong emergence
Postdoc job! I expect to have an opening at Johns Hopkins for a postdoctoral researcher working somewhere in the broad realms of physics, philosophy, and complexity. Apply at Academic Jobs Online:
academicjobsonline.org/ajo/jobs/30496
Not sure how many scientists here have tried Claude Code or similar command line coding assistants. I had a complicated family property tax problem that was best solved by a brute force Monte Carlo simulation approach, so I spent a few days coding up and analyzing a model with Claude Code.
Applications are open for SFI's 2026 Complexity Postdoctoral Fellowships
If you’ve recently earned a Ph.D. in any scientific field and want to pursue independent, transdisciplinary research, consider applying.
Deadline: October 1, 2025
Apply here: santafe.edu/sfifellowship
beautiful location for statphys
My talk from
@bioctrl.bsky.social
about the physical origin of agency is uploaded here:
youtube.com/watch?v=YY21...
TLDR: noise equals control. Nature is constantly sampling control trajectories via noise
New group name! We are now the "probabilistic systems, information and inference" aka Ψ²
