Zobrazeno 1 - 10
of 162 658
pro vyhledávání: '"user data"'
Autor:
Bian, Christopher, Cheu, Albert, Chiknavaryan, Stanislav, Gong, Zoe, Gruteser, Marco, Guinan, Oliver, Guzman, Yannis, Kairouz, Peter, Lagzdin, Artem, McKenna, Ryan, Ni, Grace, Roth, Edo, Spivak, Maya, Van Overveldt, Timon, Yi, Ren
This paper introduces Mayfly, a federated analytics approach enabling aggregate queries over ephemeral on-device data streams without central persistence of sensitive user data. Mayfly minimizes data via on-device windowing and contribution bounding
Externí odkaz:
http://arxiv.org/abs/2412.07962
Autor:
Solanki, Rushabh, Creager, Elliot
The deployment of AI in consumer products is currently focused on the use of so-called foundation models, large neural networks pre-trained on massive corpora of digital records. This emphasis on scaling up datasets and pre-training computation raise
Externí odkaz:
http://arxiv.org/abs/2411.13546
Autor:
Hikmawati, Erna1 (AUTHOR) ernahikmawati@telkomuniversity.ac.id, Alamsyah, Nur2 (AUTHOR)
Publikováno v:
Ingénierie des Systèmes d'Information. Dec2024, Vol. 29 Issue 6, p2345-2356. 12p.
Fine-tuning large language models on small, high-quality datasets can enhance their performance on specific downstream tasks. Recent research shows that fine-tuning on benign, instruction-following data can inadvertently undo the safety alignment pro
Externí odkaz:
http://arxiv.org/abs/2406.10288
The digital footprints of today's internet-active individuals are a testament to their lives, and have the potential to become digital legacies once they pass on. Future descendants of those alive today will greatly appreciate the unprecedented insig
Externí odkaz:
http://arxiv.org/abs/2407.01282
Recently, researchers have uncovered that neural retrieval models prefer AI-generated content (AIGC), called source bias. Compared to active search behavior, recommendation represents another important means of information acquisition, where users ar
Externí odkaz:
http://arxiv.org/abs/2405.17998
Akademický článek
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Wideband millimeter-wave and terahertz (THz) systems can facilitate simultaneous data communication with multiple spatially separated users. It is desirable to orthogonalize users across sub-bands by deploying frequency-dependent beams with a sub-ban
Externí odkaz:
http://arxiv.org/abs/2310.20198
Autor:
Alexander, Andrew William
The social relation between the platform firm and its users is defined by engagement with platform infrastructure and the rendition of this engagement into data. This type of data is often compared to gold, oil, and other fungible goods. User-data, h
Externí odkaz:
https://hdl.handle.net/10919/123853