Search Results for author: Dixing Xu

Found 3 papers, 2 papers with code

Lightweight and Unobtrusive Data Obfuscation at IoT Edge for Remote Inference

1 code implementation20 Dec 2019 Dixing Xu, Mengyao Zheng, Linshan Jiang, Chaojie Gu, Rui Tan, Peng Cheng

Executing deep neural networks for inference on the server-class or cloud backend based on data generated at the edge of Internet of Things is desirable due primarily to the limited compute power of edge devices and the need to protect the confidentiality of the inference neural networks.

Handwritten Digit Recognition Sign Language Recognition

Challenges of Privacy-Preserving Machine Learning in IoT

no code implementations21 Sep 2019 Mengyao Zheng, Dixing Xu, Linshan Jiang, Chaojie Gu, Rui Tan, Peng Cheng

The Internet of Things (IoT) will be a main data generation infrastructure for achieving better system intelligence.

BIG-bench Machine Learning Cloud Computing +1

A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem

27 code implementations30 Jun 2017 Zhengyao Jiang, Dixing Xu, Jinjun Liang

They are, along with a number of recently reviewed or published portfolio-selection strategies, examined in three back-test experiments with a trading period of 30 minutes in a cryptocurrency market.

Management Portfolio Optimization +2

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