dynGENIE3: dynamical GENIE3 for the inference of gene networks from time series expression data Huynh-Thu, V. A. and Geurts, P. Scientific Reports, 8:3384, 2018. Three implementations of dynGENIE3 are ...
When it comes to tasks other than number crunching, the human brain possesses many advantages over a digital computer. We can quickly recognize a face, even when seen from the side in bad lighting in ...
This is a short tutorial on Gaussian Processes, Multi-fidelity Gaussian Processes, Gaussian Processes for Differential Equations, and Bayesian Optimization. For more details, please refer to the ...
Abstract: Intelligent reflecting surface (IRS) is an enabling technology to engineer the radio signal propagation in wireless networks. By smartly tuning the signal reflection via a large number of ...
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I'm a professor in the Machine Learning Department at Carnegie Mellon. I am also affiliated with the Robotics Institute. I'm interested in multi-agent planning, reinforcement learning, ...
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