Jacob Roll

According to our database, Jacob Roll authored at least 24 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

DINO as a von Mises-Fisher mixture model.

Hariprasath Govindarajan, Per Sidén, Jacob Roll, Fredrik Lindsten

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Self-Supervised Representation Learning for Content Based Image Retrieval of Complex Scenes.

Hariprasath Govindarajan, Peter Lindskog, Dennis Lundström, Amanda Olmin, Jacob Roll, Fredrik Lindsten

Proceedings of the IEEE Intelligent Vehicles Symposium Workshops, 2021

2019

Evaluating model calibration in classification.

Juozas Vaicenavicius, David Widmann, Carl R. Andersson, Fredrik Lindsten, Jacob Roll, Thomas B. Schön

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2014

Detecting and positioning overtaking vehicles using 1D optical flow.

Daniel Hultqvist, Jacob Roll, Fredrik Svensson, Johan Dahlin, Thomas B. Schön

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

2010

On the Input-Output Representation of Piecewise Affine State Space Models.

Simone Paoletti, Jacob Roll, Andrea Garulli, Antonio Vicino

IEEE Trans. Autom. Control., 2010

FlexDx: A reconfigurable diagnosis framework.

Mattias Krysander, Fredrik Heintz, Jacob Roll, Erik Frisk

Eng. Appl. Artif. Intell., 2010

Real-time Road Scene Classification using Infrared Images.

David Forslund, Per Cronvall, Jacob Roll

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

2008

Model-Based Hypothesis Testing of Key Mechanisms in Initial Phase of Insulin Signaling.

Gunnar Cedersund, Jacob Roll, Erik Ulfhielm, Anna Danielsson, Henrik Tidefelt, Peter Strålfors

PLoS Comput. Biol., 2008

Piecewise linear solution paths with application to direct weight optimization.

Jacob Roll

Autom., 2008

A necessary and sufficient condition for input-output realization of switched affine state space models.

Simone Paoletti, Andrea Garulli, Jacob Roll, Antonio Vicino

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Manifold-constrained regressors in system identification.

Henrik Ohlsson, Jacob Roll, Lennart Ljung

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Enabling bio-feedback using real-time fMRI.

Henrik Ohlsson, Joakim Rydell, Anders Brun, Jacob Roll, Mats T. Andersson, Anders Ynnerman, Hans Knutsson

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Direct Weight Optimization applied to discontinuous functions.

Henrik Ohlsson, Jacob Roll, Anders Brun, Hans Knutsson, Mats T. Andersson, Lennart Ljung

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

The use of nonnegative garrote for order selection of ARX models.

Christian Lyzell, Jacob Roll, Lennart Ljung

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Dynamic test selection for reconfigurable diagnosis.

Mattias Krysander, Fredrik Heintz, Jacob Roll, Erik Frisk

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007

Input-output realization of piecewise affine state space models.

Simone Paoletti, Jacob Roll, Andrea Garulli, Antonio Vicino

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006

Connections between optimisation-based regressor selection and analysis of variance.

Jacob Roll, Ingela Lind, Lennart Ljung

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

Nonlinear system identification via direct weight optimization.

Jacob Roll, Alexander V. Nazin, Lennart Ljung

Autom., 2005

Consistent Nonparametric Estimation of NARX Systems Using Convex Optimization.

Jacob Roll, Martin Enqvist, Lennart Ljung

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Identification of piecewise affine systems via mixed-integer programming.

Jacob Roll, Alberto Bemporad, Lennart Ljung

Autom., 2004

2003

Local modelling with a priori known bounds using direct weight optimization.

Jacob Roll, Alexander V. Nazin, Lennart Ljung

Proceedings of the 7th European Control Conference, 2003

2002

A non-asymptotic approach to local modelling.

Jacob Roll, Alexander V. Nazin, Lennart Ljung

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001

Identification of hybrid systems via mixed-integer programming.

Alberto Bemporad, Jacob Roll, Lennart Ljung

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000

Invariance of Approximating Automata for Piecewise Linear Systems with Uncertainties.

Jacob Roll

Proceedings of the Hybrid Systems: Computation and Control, Third International Workshop, 2000