Lipschitz optimisation for Lipschitz Interpolation by Calliess, J

Towards optimization-based multi-agent collision-avoidance under continuous stochastic dynamics by Calliess, J, Osborne, M, Roberts, S

Conservative collision prediction and avoidance for stochastic trajectories in continuous time and space by Calliess, J, Osborne, M, Roberts, S

Stochastic processes and feedback-linearisation for online identification and Bayesian adaptive control of fully-actuated mechanical systems by Calliess, J, Papachristodoulou, A, Roberts, S

Bayesian nonparametrics and feedback-linearisation of discretised control-affine systems by Calliess, J, Papachristodoulou, A, Roberts, S

Distributed optimization for energy management in building networks by Edwards, A, Calliess, J-P, Margellos, KN

Scalable bounding of predictive uncertainty in regression problems with SLAC by Blaas, A, Cobb, A, Calliess, J, Roberts, S

Nonlinear set membership regression with adaptive hyper-parameter estimation for online learning and control by Calliess, J, Roberts, S, Rasmussen, C, Maciejowski, J

Learning-based nonlinear model predictive control by Limon, D, Calliess, J-P, Maciejowski, JM

Localised Kinky Inference by Blaas, A, Manzano, J, Limon, D, Calliess, J

Lazily adapted constant kinky inference for nonparametric regression and model-reference adaptive control by Calliess, J-P, Roberts, SJ, Rasmussen, CE, Maciejowsk, J

Analysis and modeling of state-dependent delay in control valves by Bram, MV, Calliess, J-P, Roberts, S, Hansen, D, Yang, Z

Robust data-based model predictive control for nonlinear constrained systems by Manzano, J, Limon, D, De La Peñ, D, Calliess, J

Output feedback MPC based on smoothed projected Kinky inference by Manzano, J, Limon, D, Munoz De La Pena, D, Calliess, J

Online learning robust MPC: an exploration-exploitation approach by Manzano, JM, Calliess, J, Muñoz de la Peña, D, Daniel, L

Sentiment correlation in financial news networks and associated market movements by Wan, X, Yang, J, Marinov, S, Calliess, J-P, Zohren, S, Dong, X

Online learning constrained model predictive control based on double prediction by Manzano, JM, Muñoz de la Peña, D, Calliess, J-P, Limon, D

Robust learning-based MPC for nonlinear constrained systems by Manzano, JM, Limon, D, Muñoz de la Peña, D, Calliess, J-P

On the theory of Lipschitz continuous machine learning by Huang, JW

Other Authors: “…Calliess, J…”