Kuang-Chih Lee | DeepAI

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Kai Zhang
131 publications
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∙ 06/18/2023

Bid Optimization for Offsite Display Ad Campaigns on eCommerce

Online retailers often use third-party demand-side-platforms (DSPs) to c...

0 Hangjian Li, et al. ∙

∙ 03/11/2022

Impression Allocation and Policy Search in Display Advertising

In online display advertising, guaranteed contracts and real-time biddin...

0 Di Wu, et al. ∙

∙ 08/24/2021

Binary Code based Hash Embedding for Web-scale Applications

Nowadays, deep learning models are widely adopted in web-scale applicati...

0 Bencheng Yan, et al. ∙

∙ 08/24/2021

Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer

Embedding learning for categorical features is crucial for the deep lear...

0 Bencheng Yan, et al. ∙

∙ 05/17/2021

Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach

In real-world search, recommendation, and advertising systems, the multi...

0 Xu Ma, et al. ∙

∙ 06/07/2018

Large scale classification in deep neural network with Label Mapping

In recent years, deep neural network is widely used in machine learning....

0 Qizhi Zhang, et al. ∙

∙ 05/21/2018

Category coding with neural network application

In many applications of neural network, it is common to introduce huge a...

0 Qizhi Zhang, et al. ∙

∙ 08/23/2017

Optimal Reserve Price for Online Ads Trading Based on Inventory Identification

The online ads trading platform plays a crucial role in connecting publi...

0 Zhihui Xie, et al. ∙

∙ 07/11/2017

Proceedings of the 2017 AdKDD & TargetAd Workshop

Proceedings of the 2017 AdKDD and TargetAd Workshop held in conjunction ...

0 Abraham Bagherjeiran, et al. ∙

∙ 04/27/2016

Distributed Flexible Nonlinear Tensor Factorization

Tensor factorization is a powerful tool to analyse multi-way data. Compa...

0 Shandian Zhe, et al. ∙

∙ 06/18/2015

Smart Pacing for Effective Online Ad Campaign Optimization

In targeted online advertising, advertisers look for maximizing campaign...

0 Jian Xu, et al. ∙

∙ 11/21/2014

Visual Sentiment Prediction with Deep Convolutional Neural Networks

Images have become one of the most popular types of media through which ...

0 Can Xu, et al. ∙

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