Yi Deng

Publication Activity (10 Years)

Years Active: 2014-2017
Publications (10 Years): 6

Top Topics

Causal Discovery

Directed Acyclic Graph

Conditional Independence

Top Venues

Comput. Geosci.

Publications

Jamal Golmohammadi, Imme Ebert-Uphoff, Sijie He, Yi Deng, Arindam Banerjee
High-Dimensional Dependency Structure Learning for Physical Processes. ICDM (2017)
Imme Ebert-Uphoff, Yi Deng
Causal discovery in the geosciences - Using synthetic data to learn how to interpret results. Comput. Geosci. 99 (2017)
Jamal Golmohammadi, Imme Ebert-Uphoff, Sijie He, Yi Deng, Arindam Banerjee
High-Dimensional Dependency Structure Learning for Physical Processes. CoRR (2017)
Imme Ebert-Uphoff, Yi Deng
Using Causal Discovery to Track Information Flow in Spatio-Temporal Data - A Testbed and Experimental Results Using Advection-Diffusion Simulations. CoRR (2015)
Imme Ebert-Uphoff, Yi Deng
Identifying Physical Interactions from Climate Data: Challenges and Opportunities. Comput. Sci. Eng. 17 (6) (2015)
Jing Dai, Ganesh K. Venayagamoorthy, Ronald G. Harley, Yi Deng, Steve M. Potter
Adaptive-critic-based control of a synchronous generator in a power system using biologically inspired artificial neural networks. IJCNN (2015)
Yi Deng, Yebin Wang, Koon Hoo Teo, Ronald G. Harley
Space vector modulation method for modular multilevel converters. IECON (2014)
Imme Ebert-Uphoff, Yi Deng
Causal Discovery from Spatio-Temporal Data with Applications to Climate Science. ICMLA (2014)