output
20072025
most citedStochastic gradient descent on Riemannian manifolds

359 citations

Showing 2018Show all

5 papers · 1 filter

math.AP2018

Exact Controllability of Nonlinear Heat Equations in Spaces of Analytic Functions

Camille Laurent, Lionel Rosier

It is by now well known that the use of Carleman estimates allows to establish the control-lability to trajectories of nonlinear parabolic equations. However, by this approach, it…

cs.LG2018★ 1 cited

Coupled Longitudinal and Lateral Control of a Vehicle using Deep Learning

Guillaume Devineau, Philip Polack, Florent Altché +1

This paper explores the capability of deep neural networks to capture key characteristics of vehicle dynamics, and their ability to perform coupled longitudinal and lateral control…

math.OC2018

Modelling the Time-dependent VRP through Open Data

Augustin Lombard, Simon Tamayo, Frédéric Fontane

This paper presents an open data approach to model and solve the vehicle routing problem with time-dependent travel times (TDVRP). The proposed model is based on a multi-layer matr…

cs.HC2018

Light Virtual Reality systems for the training of conditionally automated vehicle drivers

Daniele Sportillo, Alexis Paljic, Luciano Ojeda +2

In conditionally automated vehicles, drivers can engage in secondary activities while traveling to their destination. However, drivers are required to appropriately respond, in a l…

cs.RO2018

Invariant Smoothing on Lie Groups

Paul Chauchat, Axel Barrau, Silvère Bonnabel

In this paper we propose a (non-linear) smoothing algorithm for group-affine observation systems, a recently introduced class of estimation problems on Lie groups that bear a parti…