Statistical EL
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Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings
Computer Science > Artificial Intelligence [Submitted on 16 Jul 2024 (v1), last revised 2 Jun 2026 (this version, v2)] Title:Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings View PDF HTML (experimental)Abstract:Statistical information is ubiquitous but drawing valid conclusions from it is prohibitively hard. We explain how knowledge graph embeddings can be used to approximate probabilistic inference efficiently using the example of Statistical EL (SEL),...
Dynamic Alignment as a Statistical Survival Effect
Announce Type: replace Abstract: Dynamic alignment in magnetohydrodynamic (MHD) turbulence is often interpreted as a scale-dependent tendency of counterpropagating Els\"asser increments to become increasingly aligned at smaller perpendicular scales, with direct implications for the inertial-range spectrum of space and astrophysical plasma turbulence. We show that this is not the correct physical interpretation of the standard amplitude-weighted measurements. Using high-resolution...
'Rain bomb', mini tornadoes: Debunking Australia's greatest weather myths
From 'rain bombs' to El Niño: Debunking Australia's greatest weather myths and misconceptions Sun 7 Jun 2026 at 4:47am Weather is widely considered one of the most discussed topics of conversation in the world, and since we all live in it everyone has an opinion on the subject. However, meteorologic rhetoric in Australia, including from the media, can at times be inaccurate, misconstrued or just completely fictitious. So, in no particular order, let's explore some of the most common...
Diverse binding poses of agonistic neurotoxins on human Na<sub>v</sub>1.6
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World Cup 2026 in numbers: Key statistical goals, titles and age records
World Cup 2026 in numbers: Key statistical goals, titles and age records The 2026 World Cup has already set records for the most host nations, most matches, and highest prize money. The 2026 FIFA World Cup has already set records for being the grandest tournament to date – most host nations, most matches and organisers’ claims of record attendance. For the first time in history, three nations will be hosting the global showpiece – Canada, Mexico and the United States – across 16 cities,...
Ranked: The final 48 World Cup rosters are in! Whi...
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Number of conflicts between states reaches highest level since World War II
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SIRT7 regulates dosage compensation and safeguards the female X chromosome
Abstract Sirtuins are deacetylases implicated in stress responses and longevity in mammals1,2. Although their differential impact on disease for the two sexes has been noted3,4,5,6,7, the underlying reasons are unclear. Here, using Sirt7 as a model in mice, we examine the mechanisms leading to sex differences and find that Sirt7−/− female mice have decreased fitness throughout their lifespan.
Grading bold preseason predictions for all 30 NBA ...
Before this NBA season began, I made 30 bold but realistic predictions, one for each team. In retrospect, some of them made me look prescient and smart. So as the 2025-26 season winds down and the offseason approaches, it's a good time to reflect on those scattered prognoses.
PSG vs Arsenal is proof that the Gunners can slow down time
Until a goofy-looking German working in a Swiss patent office came around, all of us took an Englishman’s word for how the universe functioned. The received wisdom was that time flew linearly at the same pace for everyone and space was a grand stage that stood still. But then the patent clerk showed that not only was time not absolute, but it depended on two things: motion and gravity.