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@benb@osintua.eu
2025-07-18 20:23:13

Ukraine war latest: EU agrees on 'one of its strongest' Russia sanctions packages after Slovakia lifts veto: benborges.xyz/2025/07/18/ukrai

Ukraine war latest: EU agrees on 'one of its strongest' Russia sanctions packages after Slovakia lifts veto - Tracking information about the Russian War against Ukraine
Key developments on July 18: EU agrees on 'one of its strongest' Russia sanctions packages after Slovakia lifts vetoUK sanctions Russian intelligence units …

@UP8@mastodon.social
2025-09-17 09:57:11

💗 Forest expansion increases agricultural output, new study shows
#india

Forest expansion increases agricultural output, new study shows
Agriculture is the largest cause of deforestation. So, it follows that forest expansion efforts would displace agriculture—but new research from Georgia Tech's School of Economics reports that that's not necessarily the case. And not only that, forest expansion actually increased agricultural output in the study.

@Techmeme@techhub.social
2025-09-18 13:40:42

Atlassian acquires developer productivity platform DX for $1B in cash and restricted stock; DX has 350 enterprise customers and raised less than $5M (Rebecca Szkutak/TechCrunch)
techcrunch.com/2025/09/18/atla

Atlassian acquires DX, a developer productivity platform, for $1B | TechCrunch
Atlassian is making its largest acquisition yet by buying DX so it can offer a developer productivity tool.

@primonatura@mstdn.social
2025-07-18 11:00:52

"Researchers develop satellite-based method to boost accuracy of coal plant CO₂ emission estimates"
#FossilFuels #Emissions #Climate

Researchers develop satellite-based method to boost accuracy of coal plant CO₂ emission estimates
A new satellite-based method developed by Chinese researchers improves the accuracy of carbon dioxide (CO2) emission estimates from coal-fired power plants, according to a study published in Environmental Science & Technology.

@burger_jaap@mastodon.social
2025-09-18 16:07:33

Eco-Movement, which holds a quasi-monopoly on EV charging point data in Europe, has been acquired by Dow Jones.
dowjones.com/press-room/dow-jo

Dow Jones Acquires Eco-Movement
Latest acquisition advances Dow Jones’s energy business with industry-leading data  NEW YORK – [September 18, 2025] – Dow Jones today announced it has acquired Eco-Movement, a leading global platform for EV charging station data. Eco-Movement will operate as part of OPIS, Dow Jones’s growing energy business.  Headquartered in Utrecht, Netherlands, Eco-Movement is a leading charge […]

@servelan@newsie.social
2025-08-18 17:27:25

Data Shows ICE Deportation Efforts Are Way More Aggressive In ‘Blue’ States | Techdirt
techdirt.com/2025/08/18/data-s

@memeorandum@universeodon.com
2025-08-17 19:10:34

Reservations plunge across DC restaurants after Trump's police takeover (Jordan Fischer/WUSA)
wusa9.com/article/news/local/d
memeorandum.com/250817/p36#a25

@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.
@benb@osintua.eu
2025-08-17 08:33:56

Russian attacks kill 5, injure 11 across Ukraine over past day: benborges.xyz/2025/08/17/russi

Russian attacks kill 5, injure 11 across Ukraine over past day - Tracking information about the Russian War against Ukraine
The Air Force said Russia launched one Iskander-M ballistic missile and 60 Shahed-type attack drones and drone decoys overnight on Aug. 17.

@benb@osintua.eu
2025-08-18 07:20:11

Russian strikes kill 8, injure 35 across Ukraine ahead of Zelensky-Trump meeting: benborges.xyz/2025/08/18/russi

Russian strikes kill 8, injure 35 across Ukraine ahead of Zelensky-Trump meeting - Tracking information about the Russian War against Ukraine
The strikes come as Moscow continues rejecting calls for an unconditional ceasefire, instead intensifying its use of drones and missiles against Ukraine.