Zobrazeno 1 - 10
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pro vyhledávání: '"Nikulkov A"'
Autor:
Zhu, Zheqing, Braz, Rodrigo de Salvo, Bhandari, Jalaj, Jiang, Daniel, Wan, Yi, Efroni, Yonathan, Wang, Liyuan, Xu, Ruiyang, Guo, Hongbo, Nikulkov, Alex, Korenkevych, Dmytro, Dogan, Urun, Cheng, Frank, Wu, Zheng, Xu, Wanqiao
Publikováno v:
Journal of Machine Learning Research, 2024
Reinforcement learning (RL) is a versatile framework for optimizing long-term goals. Although many real-world problems can be formalized with RL, learning and deploying a performant RL policy requires a system designed to address several important ch
Externí odkaz:
http://arxiv.org/abs/2312.03814
Autor:
Korenkevych, Dmytro, Cheng, Frank, Balakir, Artsiom, Nikulkov, Alex, Gao, Lingnan, Cen, Zhihao, Xu, Zuobing, Zhu, Zheqing
The online advertising market, with its thousands of auctions run per second, presents a daunting challenge for advertisers who wish to optimize their spend under a budget constraint. Thus, advertising platforms typically provide automated agents to
Externí odkaz:
http://arxiv.org/abs/2310.09426
Autor:
Xu, Ruiyang, Bhandari, Jalaj, Korenkevych, Dmytro, Liu, Fan, He, Yuchen, Nikulkov, Alex, Zhu, Zheqing
Auction-based recommender systems are prevalent in online advertising platforms, but they are typically optimized to allocate recommendation slots based on immediate expected return metrics, neglecting the downstream effects of recommendations on use
Externí odkaz:
http://arxiv.org/abs/2305.13747
Bandit learning has been an increasingly popular design choice for recommender system. Despite the strong interest in bandit learning from the community, there remains multiple bottlenecks that prevent many bandit learning approaches from productiona
Externí odkaz:
http://arxiv.org/abs/2304.02572
Assessing the Impact of U.S. Food Assistance Delivery Policies on Child Mortality in Northern Kenya.
Publikováno v:
PLoS ONE, Vol 11, Iss 12, p e0168432 (2016)
The U.S. is the main country in the world that delivers its food assistance primarily via transoceanic shipments of commodity-based in-kind food. This approach is costlier and less timely than cash-based assistance, which includes cash transfers, foo
Externí odkaz:
https://doaj.org/article/4df280ef365f4acdb1d65a134f1e7623
Assessing the Impact of U.S. Food Assistance Delivery Policies on Child Mortality in Northern Kenya.
Autor:
Nikulkov, Alex1, Barrett, Christopher B.2, Mude, Andrew G.3, Wein, Lawrence M.1 lwein@stanford.edu
Publikováno v:
PLoS ONE. 12/20/2016, Vol. 11 Issue 12, p1-15. 15p.
Conference
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Autor:
Alex Nikulkov, Hau L. Lee
Publikováno v:
SSRN Electronic Journal.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a1fbea0bf9df7af1ae7a82c61e43b7e1
https://doi.org/10.2139/ssrn.2474895
https://doi.org/10.2139/ssrn.2474895
Conference
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Conference
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