Search Results for author: Robert Zhang

Found 4 papers, 1 papers with code

STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison

1 code implementation23 Jun 2022 Ryan J. Urbanowicz, Robert Zhang, Yuhan Cui, Pranshu Suri

Machine learning (ML) offers powerful methods for detecting and modeling associations often in data with large feature spaces and complex associations.

Binary Classification Feature Importance +3

LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification

no code implementations26 Apr 2021 Robert Zhang, Rachael Stolzenberg-Solomon, Shannon M. Lynch, Ryan J. Urbanowicz

Machine learning (ML) research has yielded powerful tools for training accurate prediction models despite complex multivariate associations (e. g. interactions and heterogeneity).

BIG-bench Machine Learning Clustering +2

A Fog Robotic System for Dynamic Visual Servoing

no code implementations16 Sep 2018 Nan Tian, Jinfa Chen, Mas Ma, Robert Zhang, Bill Huang, Ken Goldberg, Somayeh Sojoudi

We use the system to enable robust teleoperation of a dynamic self-balancing robot from the cloud.

Object Recognition

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