Everyone's preference changes differently: A weighted multi-interest model for retrieval
User embeddings (vectorized representations of a user) are essential in recommendation
systems. Numerous approaches have been proposed to construct a representation for the …
systems. Numerous approaches have been proposed to construct a representation for the …
Continuous-time convolutions model of event sequences
Massive samples of event sequences data occur in various domains, including e-commerce,
healthcare, and finance. There are two main challenges regarding inference of such data …
healthcare, and finance. There are two main challenges regarding inference of such data …
Universal representations for financial transactional data: embracing local, global, and external contexts
A Bazarova, M Kovaleva, I Kuleshov… - arXiv preprint arXiv …, 2024 - arxiv.org
Effective processing of financial transactions is essential for banking data analysis.
However, in this domain, most methods focus on specialized solutions to stand-alone …
However, in this domain, most methods focus on specialized solutions to stand-alone …
No two users are alike: Generating audiences with neural clustering for temporal point processes
V Zhuzhel, V Grabar, N Kaploukhaya… - Doklady …, 2023 - Springer
Identifying the right user to target is a common problem for different Internet platforms.
Although numerous systems address this task, they are heavily tailored for specific …
Although numerous systems address this task, they are heavily tailored for specific …
Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model
User embeddings (vectorized representations of a user) are essential in recommendation
systems. Numerous approaches have been proposed to construct a representation for the …
systems. Numerous approaches have been proposed to construct a representation for the …
[图书][B] Neural-Symbolic Methods For Neural Architecture Design
H Shi - 2023 - search.proquest.com
Modern neural architectures present strong performance on various tasks, but their abilities
are compromised when faced with the tasks requiring robust reasoning or involving abstract …
are compromised when faced with the tasks requiring robust reasoning or involving abstract …