Search Results for author: Xiao-Jing Wang

Found 4 papers, 4 papers with code

Artificial neural networks for neuroscientists: A primer

1 code implementation1 Jun 2020 Guangyu Robert Yang, Xiao-Jing Wang

Artificial neural networks (ANNs) are essential tools in machine learning that have drawn increasing attention in neuroscience.

A Deep Probabilistic Model for Customer Lifetime Value Prediction

2 code implementations16 Dec 2019 Xiao-Jing Wang, Tianqi Liu, Jingang Miao

In this article, we model the distribution of LTV given associated features as a mixture of zero point mass and lognormal distribution, which we refer to as the zero-inflated lognormal (ZILN) distribution.

Applications

A Python Library For Empirical Calibration

1 code implementation27 Jun 2019 Xiao-Jing Wang, Jingang Miao, Yunting Sun

Dealing with biased data samples is a common task across many statistical fields.

Computation Applications Methodology

A Dataset and Architecture for Visual Reasoning with a Working Memory

1 code implementation ECCV 2018 Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang, Jonathon Shlens, David Sussillo

COG is much simpler than the general problem of video analysis, yet it addresses many of the problems relating to visual and logical reasoning and memory -- problems that remain challenging for modern deep learning architectures.

Visual Question Answering Visual Reasoning

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