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Daniel Zhang

University of Michigan

Plankton-FL: Exploration of Federated Learning for Privacy-Preserving Training of Deep Neural Networks for Phytoplankton Classification


Dec 18, 2022
Daniel Zhang, Vikram Voleti, Alexander Wong, Jason Deglint

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Measuring and Clustering Network Attackers using Medium-Interaction Honeypots


Jun 27, 2022
Zain Shamsi, Daniel Zhang, Daehyun Kyoung, Alex Liu

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* In Proceedings of the 7th IEEE EuroS&P Workshop on Traffic Measurements for Cybersecurity (WTMC 2022) 

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The AI Index 2022 Annual Report


May 02, 2022
Daniel Zhang, Nestor Maslej, Erik Brynjolfsson, John Etchemendy, Terah Lyons, James Manyika, Helen Ngo, Juan Carlos Niebles, Michael Sellitto, Ellie Sakhaee, Yoav Shoham, Jack Clark, Raymond Perrault

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The AI Index 2021 Annual Report


Mar 09, 2021
Daniel Zhang, Saurabh Mishra, Erik Brynjolfsson, John Etchemendy, Deep Ganguli, Barbara Grosz, Terah Lyons, James Manyika, Juan Carlos Niebles, Michael Sellitto, Yoav Shoham, Jack Clark, Raymond Perrault

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Obstacle Avoidance and Navigation Utilizing Reinforcement Learning with Reward Shaping


Apr 10, 2020
Daniel Zhang, Colleen P. Bailey

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An Online Reinforcement Learning Approach to Quality-Cost-Aware Task Allocation for Multi-Attribute Social Sensing


Sep 11, 2019
Yang Zhang, Daniel Zhang, Nathan Vance, Dong Wang

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* The paper has been accepted to Elsevier Pervasive and Mobile Computing (PMC) in September 2019 

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Online Multiclass Boosting with Bandit Feedback


Oct 11, 2018
Daniel Zhang, Young Hun Jung, Ambuj Tewari

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Data Science in Service of Performing Arts: Applying Machine Learning to Predicting Audience Preferences


Sep 30, 2016
Jacob Abernethy, Cyrus Anderson, Alex Chojnacki, Chengyu Dai, John Dryden, Eric Schwartz, Wenbo Shen, Jonathan Stroud, Laura Wendlandt, Sheng Yang, Daniel Zhang

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* Presented at the Data For Good Exchange 2016 

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