Tootfinder

Russian attacks kill 9, injure 53 across Ukraine over past day: https://benborges.xyz/2025/11/15/russian-attacks-kill-injure-across.html

Hierarchical Federated Learning for Crop Yield Prediction in Smart Agricultural Production Systems
Anas Abouaomar, Mohammed El hanjri, Abdellatif Kobbane, Anis Laouiti, Khalid Nafil
https://arxiv.org/abs/2510.12727

Hierarchical Federated Learning for Crop Yield Prediction in Smart Agricultural Production Systems
In this paper, we presents a novel hierarchical federated learning architecture specifically designed for smart agricultural production systems and crop yield prediction. Our approach introduces a seasonal subscription mechanism where farms join crop-specific clusters at the beginning of each agricultural season. The proposed three-layer architecture consists of individual smart farms at the client level, crop-specific aggregators at the middle layer, and a global model aggregator at the top le…

Ja, genau so wird es abgelaufen sein und da ist garantiert nichts anderes passiert als das, was in dem Artikel drin steht:
https://www.pfalz-express.de/nach-riskanter-strassenueberquerung-aggressiver-jogger-schlaegt-fahrer/

Nach riskanter Straßenüberquerung: Aggressiver Jogger schlägt Fahrer
Landau – Am Sonntagabend, 12. Oktober, gegen 19 Uhr überquerte ein bislang unbekannter Jogger die Maximilianstraße in Richtung Hauptbahnhof. Laut Polizei achtete der nicht auf den Verkehr.

Source: 'Outrage' over surface at Steelers field https://www.espn.com/nfl/story/_/id/46606524/source-players-miffed-surface-steelers-acrisure-stadium

Modifying the Scope of the Reciprocal Tariff with Respect to Certain Agricultural Products (President Donald J. Trump/The White House)
https://www.whitehouse.gov/presidential-actions/2025/11/modifying-the-scope-of-the-reciprocal-tariff-with-respect-to-certain-agricultural-products/
http://www.memeorandum.com/251115/p1#a251115p1

Meta announces a partnership with Arm to power AI ranking and recommendation systems across Meta's family of apps using Arm-based data center platforms (Arsheeya Bajwa/Reuters)
https://www.reuters.com/business/media-tel

BREAKING: Starlink 'down across the entire front line' in Ukraine as internet service suffers global outage: https://benborges.xyz/2025/09/15/breaking-starlink-down-across-the.html

Multi-Armed Bandits with Minimum Aggregated Revenue Constraints
Ahmed Ben Yahmed, Hafedh El Ferchichi, Marc Abeille, Vianney Perchet
https://arxiv.org/abs/2510.12523 https://

Multi-Armed Bandits with Minimum Aggregated Revenue Constraints
We examine a multi-armed bandit problem with contextual information, where the objective is to ensure that each arm receives a minimum aggregated reward across contexts while simultaneously maximizing the total cumulative reward. This framework captures a broad class of real-world applications where fair revenue allocation is critical and contextual variation is inherent. The cross-context aggregation of minimum reward constraints, while enabling better performance and easier feasibility, intro…