114 citations · 208 across the 16 of their papers we have counts for
3 papers · 1 filter
Large scale classification in deep neural network with Label Mapping
Qizhi Zhang, Kuang-Chih Lee, Hongying Bao +3
In recent years, deep neural network is widely used in machine learning. The multi-class classification problem is a class of important problem in machine learning. However, in ord…
Optimal Bidding, Allocation and Budget Spending for a Demand Side Platform Under Many Auction Types
Alfonso Lobos, Paul Grigas, Zheng Wen +1
We develop a novel optimization model to maximize the profit of a Demand-Side Platform (DSP) while ensuring that the budget utilization preferences of the DSP's advertiser clients…
Category coding with neural network application
Qizhi Zhang, Kuang-chih Lee, Hongying Bao +2
In many applications of neural network, it is common to introduce huge amounts of input categorical features, as well as output labels. However, since the required network size sho…