28 citations · 29 across the 2 of their papers we have counts for
2 papers
stat.ML2020★ 28 cited
Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories
Mikhail Genkin, Owen Hughes, Tatiana A. Engel
Many complex systems operating far from the equilibrium exhibit stochastic dynamics that can be described by a Langevin equation. Inferring Langevin equations from data can reveal…
cs.RO2017★ 1 cited
Technical Report for Real-Time Certified Probabilistic Pedestrian Forecasting
Henry O. Jacobs, Owen K. Hughes, Matthew Johnson-Roberson +1
The success of autonomous systems will depend upon their ability to safely navigate human-centric environments. This motivates the need for a real-time, probabilistic forecasting a…