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@ruario@vivaldi.net
2025-05-18 11:10:38

@… I was just out this morning and it is all over all the trains. I did not spot any ads that were not for this crap.

@ebinger@bildung.social
2025-06-19 18:44:36

Heute haben wir uns die 5 Örtchen von #Cinqueterre nochmal ganz entspannt vom Boot aus angeschaut und dann auch #Portovenere besichtigt. Schaut selbst.

Küste, Meer und farbige Häuser
Rotes Boot vor Küste
Küste, Meer und farbige Häuser
Küste, Meer und farbige Häuser
@timbray@cosocial.ca
2025-06-18 20:49:24

Things are happening in the C2PA world; here are a couple of useful steps forward, plus cheers and boos for Adobe. Plus a live working C2PA demo you can try out: tbray.org/ongoing/When/202x/20

A blurry picture of something or other with swirls of light.
A C2PA verifier pop-up saying that Adobe asserts that this picture was produced by Timothy Bray, that it was processed with Lightroom, and links to the author's accounts on LinkedIn and Instagram.
A C2PA verifier popup with a thumbnail of the picture, a hard-to-understand about embedded vs cloud credentials, a confirmation that this information was published by Adobe, that the photo was produced by Timothy Bray, and that it was processed with Lightroom.
@detondev@social.linux.pizza
2025-06-18 18:24:23

Cro Cop was elected to Croatian Parliament on a list for Social Democratic Party of Croatia, where he served one term from 23 December 2003 to 11 January 2008. Here are his positions 👇

sex: necessary evil, i ain't a fan of it.
friendship: the most beautiful thing in the world
fear: I am afraid of snakes, aggressive girls and loose
vegetables: I never tasted that in my life
@mpsgoettingen@academiccloud.social
2025-07-18 09:35:17

#PhDCongratulations! 🥳🥳🥳Jonathan Nölke of the #IMPRS “Solar System School” has successfully defended his PhD thesis “Dark features in the solar corona and the underlying magnetic field studied with Solar Orbiter” ☀️🛰️🔭 at
@…

Jonathan Nölke examining his PhD hat
Jonathan Nölke with his PhD hat
Jonathan Nölke during his PhD defense, showing a slide with his most important results
Group picture of Jonathan Nölke and the members of the examination board
@tezoatlipoca@mas.to
2025-06-18 17:03:11

#Windows11's new #StickyNotes app (a thinly disguised #OneNote) is fucking annoying. Since it is so-called "smart", and it attempts to provide context around the "source" of your note, its window is…

Windows 11 sticky notes app showing a note I just made. It captured the fact that before switching TO it, I was working in a browser window.
If I tab AWAY, unless I blow it open to its own little subwindow, the note itself closes (which I guess is reasonable). And for some reason the "+Note" and "Screenshot" buttons now appear. The addition of these buttons now shifts my list of notes down, visually disruptive.
If I tab to another application (or back to a browser as here), that "Recent notes" label changes to "Your notes from <Vivaldi icon> <name of webpage> - Vivaldi". 
Which is yet ANOTHER visual disruption out of the corner of my eye.
And there's a setting called "Remember the source: Automatically capture the active window information to help you remember better." with a checkbox. 

If you uncheck this box, the stupid label change remains, all that stops is where the top of your note has a snip of `Source: <what window you had open>`. The visual disruption of that label changing, and having the +Note/Screenshot buttons appear and disappear all the time is annoying AF.
@alexanderadam@ruby.social
2025-06-19 14:27:26

Next up at @… is @… who's talking about "Systems of Harm"

Amy on stage
A slide showing white young men and the title: does your team look like this?
Just because we can automate something it doesn't mean that we should
Various forms complaining about real names being "invalid"
@pbloem@sigmoid.social
2025-07-18 09:25:22

Now out in #TMLR:
🍇 GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks 🍇
There's lots of work on sampling subgraphs for GNNs, but relatively little on making this sampling process _adaptive_. That is, learning to select the data from the graph that is relevant for your task.
We introduce an RL-based and a GFLowNet-based sampler and show that the approach perf…

A diagram of the GRAPES pipeline. It shows a subgraph being sampled in two steps and being fed to a GNN, with a blue line showing the learning signal. The caption reads Figure 1: Overview of GRAPES. First, GRAPES processes a target node (green) by computing node inclusion probabilities on its 1-hop neighbors (shown by node color shade) with a sampling GNN. Given these probabilities, GRAPES samples k nodes. Then, GRAPES repeats this process over nodes in the 2-hop neighborhood. We pass the sampl…
A results table for node classification on heterophilious graphs. Table 2: F1-scores (%) for different sampling methods trained on heterophilous graphs for a batch size of 256, and a sample size of 256 per layer. We report the mean and standard deviation over 10 runs. The best values among the sampling baselines (all except GAS) are in bold, and the second best are underlined. MC stands for multi-class and ML stands for multi-label classification. OOM indicates out of memory.
Performance of samples vs sampling size showing that GRAPES generally performs well across sample sizes, while other samplers often show more variance across sample sizes. The caption reads Figure 4: Comparative analysis of classification accuracy across different sampling sizes for sampling baseline
and GRAPES. We repeated each experiment five times: The shaded regions show the 95% confidence intervals.
A diagrammatic illustration of a graph classification task used in one of the theorems. The caption reads Figure 9: An example of a graph for Theorem 1 with eight nodes. Red edges belong to E1, features xi and labels yi are shown beside every node. For nodes v1 and v2 we show the edge e12 as an example. As shown, the label of each node is the second feature of its neighbor, where a red edge connects them. The edge homophily ratio is h=12/28 = 0.43.
@ebinger@bildung.social
2025-06-18 18:55:53

Christus in der Tiefe - den haben wir heute tatsächlich gesehen in der Bucht von San Fruttuoso. Ein wunderschöner Ort mit Kloster. Ein 78 Jahre alter früherer Dorfbewohner hat uns mit seinem Ruderboot dort hin gebracht. Durch die Wasserlupe konnte man ihn gut erkennen, auf dem Foto kommt das leider nicht raus. In der Kirche gibt es aber eine Kopie. Hier habe ich letztes Jahr eine Andacht dazu gemacht:

Ruderboot mit altem Mann
Bucht mit Kloster
Blick in die Riesenlupe
Kopie der Statue in der Kirche
@ebinger@bildung.social
2025-07-19 10:52:46

Tag 18 von #MeinCamino2025 und gleichzeitig der letzte Tag (gestern): Der Wecker klingelte um 4 Uhr in O Pedrouzo, weil wir wegen dem #Botafumeiro (Riesen-Räucherfass) unbedingt die 12 Uhr Messe besuchen wollten. Die 19 km waren kein Problem, denn ab dem Berg der Freude (Monte do Gozzo), wo…

Unsere Pilgergruppe vor der Kathedrale
Start im Dunkeln
Pilgern durch Santiago
Metall-Muschel auf dem Weg