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of 70
pro vyhledávání: '"Porter Jenkins"'
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 36:12531-12537
Product allocation in retail is the process of placing products throughout a store to connect consumers with relevant products. Discovering a good allocation strategy is challenging due to the scarcity of data and the high cost of experimentation in
Autor:
Porter Jenkins, Kyle Armstrong, Stephen Nelson, Siddhesh Gotad, J. Stockton Jenkins, Wade Wilkey, Tanner Watts
Publikováno v:
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 35:7917-7925
Current neural network architectures have no mechanism for explicitly reasoning about item trade-offs. Such trade-offs are important for popular tasks such as recommendation. The main idea of this work is to give neural networks inductive biases that
Publikováno v:
GeoSim@SIGSPATIAL
Connecting consumers with relevant products is a very important problem in both online and offline commerce. In many offline retail settings, product distributors extend bids to place and manage product displays within a retail outlet. The distributo
Publikováno v:
KDD
The 1st Workshop on City Brain Research examines the current challenges and recent breakthroughs related to intelligent urban transportation. The workshop will be organized in a novel form --- offering debates on three main components involved in the
Publikováno v:
IJCAI
Small data has been a barrier for many machine learning tasks, especially when applied in scientific domains. Fortunately, we can utilize domain knowledge to make up the lack of data. Hence, in this paper, we propose a hybrid model KRL that treats do
Autor:
Atillia Dobi, Heath Vinicombe, Arun Prasad, Eileen Li, Jennifer Zhao, Yunsong Guo, Porter Jenkins, Anant Subramanian
Publikováno v:
WWW
Understanding content at scale is a difficult but important problem for many platforms. Many previous studies focus on content understanding to optimize engagement with existing users. However, little work studies how to leverage better content under
Autor:
Porter Jenkins
Publikováno v:
WWW (Companion Volume)
Financial earnings calls contain rich information about the quarterly performance and future projections of public companies. Such information is highly relevant to developing trading strategies and understanding economic trends. However, due to the
Publikováno v:
CIKM
Increasing urbanization across the globe has coincided with greater access to urban data; this enables researchers and city administrators with better tools to understand urban dynamics, such as crime, traffic, and living standards. In this paper, we
Publikováno v:
WWW
The proliferation of publicly accessible urban data provide new insights on various urban tasks. A frequently used approach is to treat each region as a data sample and build a model over all the regions to observe the correlations between urban feat