Search Results for author: Iyad Batal

Found 3 papers, 1 papers with code

Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations

1 code implementation18 Feb 2021 Jianxun Lian, Iyad Batal, Zheng Liu, Akshay Soni, Eun Yong Kang, Yajun Wang, Xing Xie

User states in different channels are updated by an \emph{erase-and-add} paradigm with interest- and instance-level attention.

Recommendation Systems

Multi-Channel Sequential Behavior Networks for User Modeling in Online Advertising

no code implementations27 Dec 2020 Iyad Batal, Akshay Soni

Multiple content providers rely on native advertisement for revenue by placing ads within the organic content of their pages.

A Mixtures-of-Experts Framework for Multi-Label Classification

no code implementations16 Sep 2014 Charmgil Hong, Iyad Batal, Milos Hauskrecht

We develop a novel probabilistic approach for multi-label classification that is based on the mixtures-of-experts architecture combined with recently introduced conditional tree-structured Bayesian networks.

Classification General Classification +1

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