Amazon Books
PulseAugur coverage of Amazon Books — every cluster mentioning Amazon Books across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New NDL framework proactively denoises recommender systems
Researchers have developed a new framework called Noise-aware Dimension Learning (NDL) to improve recommender systems by proactively identifying and mitigating noisy interactions. Unlike previous methods that passively …
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Research explores norm growth as popularity mechanism in unified discovery systems
A new research paper explores how orthogonal norm growth can act as a popularity mechanism in unified discovery systems that combine search and recommendation. The study focuses on how repeated updates to item vectors i…
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LLM recommendation systems vulnerable to order-based attacks
Researchers have identified a significant security vulnerability in large language models (LLMs) when used for recommendation systems. The study demonstrates that the order in which candidate items are presented to the …
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RecSys 2022 Keynote - Is the Juice Worth the Squeeze?
Eugene Yan delivered a keynote at the RecSys 2022 Workshop on Online Recommender Systems and User Modeling. His talk, titled "Online Recommender Systems: Is the juice worth the squeeze?", explored the trade-offs between…