💡 New review article on arXiv: "Network Geometry"

(by Marian Boguna, Ivan Bonamassa, Manlio De Domenico, Shlomo Havlin, Dmitri Krioukov, M. Angeles Serrano):

https://t.co/pZ7BNWec2o

Networks are natural geometric objects. Yet the discrete metric structure of shortest path lengths in a network, known as chemical distances, is definitely not the only reservoir of geometric distances that characterize many networks. The other forms of network-related geometries are the geometry of continuous latent spaces underlying many networks, and the effective geometry induced by dynamical processes in networks. A solid and rapidly growing amount of evidence shows that the three approaches are intimately related. Network geometry is immensely efficient in discovering hidden symmetries, such as scale-invariance, and other fundamental physical and mathematical properties of networks, as well as in a variety of practical applications, ranging from the understanding how the brain works, to routing in the Internet. Here, we review the most important theoretical and practical developments in network geometry in the last two decades, and offer perspectives on future research directions and challenges in this novel frontier in the study of complexity.

🗂 https://www.nature.com/articles/d41586-020-00062-z

📐 LML summer school 2020 welcomes applications for highly-motivated students to spend at 🇮🇹ICTP one month doing research at the Adriatic coast.

http://lml.org.uk/events/summer-school/2020-projects/

🥕 Travel to and from the Summer School, accommodation, and meals will be provided.

🚸 I am hiring a new #PhD student that will work on bias-free AI

https://www.hidden-professionals.de/HPv3.Jobs/gesis/stellenangebot/11988/Early-Stage-Researcher

From 14th February 2020 at the earliest, within NoBIAS - Artificial Intelligence without Bias, our department Computational Social Science (CSS) located in Cologne (Germany) is looking for an

Early Stage Researcher (PhD Position)
(working time 100 %, limited for 36 months)

✅ Logistic bifurcation diagram in detail

https://www.johndcook.com/blog/2020/01/11/logistic-bifurcation-diagram/

#JobOffer | CENTURI #PI call 2020 is now open for applications!

Check out of offer here ⬇
https://t.co/fdLa5z8r8r

Summer School on Statistical Physics and Machine Learning
August 2 -- August 28, 2020

http://leshouches2020.krzakala.org/
Applications must reach the School by March 15, 2020. Fees, covering all local cost (logding+meals), will be circa 2000 euros.

Apply Here: https://formulaires.univ-grenoble-alpes.fr/en/houches-application-form-august-2020

💰 Join me and Nick to study networks, trajectories and dynamics of crime facilitators. Fully funded #PhD scholarship available!

Interested in a fully funded @ESRC PhD Studentship on the dynamics of #whitecollarcrime and #organisedcrime? Apply now!

'Incentivising Professionals to Facilitate Serious and Organised Crimes'،

https://t.co/jcFpcMVlzg

#moneylaundering #illicitfinance #enablers

📐 "Building Knowledge Graphs Processing Infrastructure and Named Entity Linking" PhD thesis about extracting knowledge from text via entities, presenting multilingual entity linkers and Docria, a document representation specific for #Wikipedia

(Klang 2019)

https://t.co/IMN3KHtV6z

1) 🚨 Please spread the word about our 2-week #SICSS Konstanz program (July 19-31) with a special focus on inference in Computational Social Science! 🚨 Applications are now open for Master & PhD students, postdoctoral researchers & untenured faculty:

There is no cost for participating in the Summer Institute including meals. For a limited number of participants, we will be able to cover travel and accommodation up to a set cap. Please indicate in your application if this support is needed.

Application materials are due Tuesday, February 25, 2020.
https://t.co/0JJco1cUgG

Logistic bifurcation diagram in detail

The image below is famous. I’ve seen it many times, but rarely with a detailed explanation. If you’ve ever seen this image but weren’t sure exactly what it means, this post is for you.

https://www.johndcook.com/blog/tag/dynamical-systems/

We are advertising three 3-year PhD scholarships in algorithms at
The University of Sydney, Australia.

The successful applicant will conduct research with Joachim Gudmundsson,
William Umboh, and André van Renssen in the Sydney Algorithms and
Computing Theory (SACT) group.

The specific topic will depend on the skills and interests of the student and
could include for example computational geometry, network design, routing,
trajectory analysis, approximation algorithms, and online algorithms.

The Full Scholarship will provide tuition fees and annual stipend
allowance for up to three years, subject to satisfactory academic performance.

The recipient may apply for an extension of up to 6 months.

For more details about the positions and on how to apply:
https://sydney.edu.au/scholarships/b/postgraduate-research-scholarship-in-algorithms.html

Application date: 27 February 2020 (Sydney time).

Please forward to anyone who might be interested.

If you have any questions, you are welcome to mail us directly
(joachim.gudmundsson@sydney.edu.au).

You are currently subscribed to compgeom-announce.
To unsubscribe or access the archives, go to
https://sympa.inria.fr/sympa/info/compgeom-announce

Mathematical Methods and Models in Machine Learning

The meeting takes place at the Department of Mathematics of the University of Bologna on 27 and 28 April 2020.

https://eventi.unibo.it/m4l2020

Aim of the meeting
The gap between the increasing performance of deep learning and its understanding is therefore a very relevant scientific theme that calls for a strong participation in research efforts from the fields of Mathematics and Mathematical Physics.

The purpose of the conference is to present recent results on mathematical methods and models related to machine learning and link researchers coming from different areas.


Registration
Registration is required by March 10 at 11am. It is possible to apply for a short talk

"Classifying Wikipedia in a fine-grained hierarchy : what graphs can contribute"

(Viard et al, 2020)

https://t.co/I4nuXvxC7n

💡 https://physicsworld.com/a/the-secret-of-the-synchronized-pendulums/

💰 I'm hiring postdoctoral fellows in (1) network science and (2) data science with focus on smartphone data and health, both in my group at Harvard. Please share! https://t.co/YgL7IUP2pP

#postdoc #HarvardBiostats

Interesting paper on the evolution of the role of Physical Review (and PRL).

"Physical Review: From the Periphery to the Center of Physics" https://t.co/QReCA0bnA7

💰 I'm looking for a new post-doc (flexible starting time). If you have a strong background in Bayesian statistics, know something what I've been doing recently and would be interested in working with @mcmc_stan, send me a message.

https://users.aalto.fi/~ave/

#aalto #postdoc

☕️ Find out how to make espressos from this paper by Jaimie Foster et al. https://t.co/KAmBHBPREs

A very nice application of advection-diffusion equations and homogenisation that lets you find the sweet spot for the perfect espresso.

https://t.co/G92RsVo0kS

💡Tutorial: Higher-Order Network Models for Temporal Network Data by Anton Eriksson and Jürgen Hackl

#NetSciX2020 https://pathpy.github.io/pathpy-tutorials/