Mathijs Schuurmans
- Alpaqa: A matrix-free solver for nonlinear MPC and large-scale nonconvex optimization
2021/12/04 by Pieter Pas, Pas, Pieter, Mathijs Schuurmans +3 · 4 citations
Computer Science · Engineering · Mathematics · #49M37 #65K05 #90C30 #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #FOS: Electrical engineering #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Efficient semantic image segmentation with superpixel pooling
2018/06/07 by Mathijs Schuurmans, Schuurmans, Mathijs, Maxim Berman +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
- Data-driven distributionally robust LQR with multiplicative noise
2019/12/20 by Peter Coppens, Coppens, Peter, Mathijs Schuurmans +3 · 2 citations
Decision Sciences · Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Probabilistic and Robust Engineering Design #Systems and Control (eess.SY) #electronic engineering #information engineering
- Interaction-aware Model Predictive Control for Autonomous Driving
2022/11/30 by Renzi Wang, Wang, Renzi, Mathijs Schuurmans +3 · 2 citations
Engineering · #Autonomous Vehicle Technology and Safety #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #Traffic control and management #Vehicle Dynamics and Control Systems #electronic engineering #information engineering
- Learning-Based Distributionally Robust Model Predictive Control of\n Markovian Switching Systems with Guaranteed Stability and Recursive\n Feasibility
2020/09/09 by Mathijs Schuurmans, Panagiotis Patrinos, Schuurmans, Mathijs +1 · 1 citation
Engineering · #Advanced Control Systems Optimization #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Data-driven distributionally robust control of partially observable jump\n linear systems
2021/05/06 by Mathijs Schuurmans, Panagiotis Patrinos, Schuurmans, Mathijs +1 · 1 citation
Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Distributionally Robust Optimization using Cost-Aware Ambiguity Sets
2023/03/16 by Mathijs Schuurmans, Panagiotis Patrinos, Schuurmans, Mathijs +1 · 1 citation
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Market Dynamics and Volatility #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Supply Chain and Inventory Management