4 citations · 4 across the 1 of their papers we have counts for
2 papers
stat.ML2018
Propagating Uncertainty through the tanh Function with Application to Reservoir Computing
Manan Gandhi, Keuntaek Lee, Yunpeng Pan +1
Many neural networks use the tanh activation function, however when given a probability distribution as input, the problem of computing the output distribution in neural networks w…
math.OC2017★ 4 cited
Stochastic trajectory optimization for mechanical systems with parametric uncertainties
George I. Boutselis, Yunpeng Pan, Gerardo De La Tore +1
In this paper we develop a novel, discrete-time optimal control framework for mechanical systems with uncertain model parameters. We consider finite-horizon problems where the perf…