Malte Probst

According to our database, Malte Probst authored at least 16 papers between 2014 and 2023.

Collaborative distances:

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

2023

Importance Filtering with Risk Models for Complex Driving Situations.

Tim Puphal, Raphael Wenzel, Benedict Flade, Malte Probst, Julian Eggert

CoRR, 2023

Considering Human Factors in Risk Maps for Robust and Foresighted Driver Warning.

Tim Puphal, Ryohei Hirano, Malte Probst, Raphael Wenzel, Akihito Kimata

Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

2022

Online and Predictive Warning System for Forced Lane Changes Using Risk Maps.

Tim Puphal, Benedict Flade, Malte Probst, Volker Willert, Jürgen Adamy, Julian Eggert

IEEE Trans. Intell. Veh., 2022

Relate to Predict: Towards Task-Independent Knowledge Representations for Reinforcement Learning.

Thomas Schnürer, Malte Probst, Horst-Michael Gross

CoRR, 2022

2021

Asymmetry-based Behavior Planning for Cooperation at Shared Traffic Spaces.

Raphael Wenzel, Malte Probst, Tim Puphal, Thomas H. Weisswange, Julian Eggert

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Automated Driving in Complex Real-World Scenarios using a Scalable Risk-Based Behavior Generation Framework.

Malte Probst, Raphael Wenzel, Tim Puphal, Misa Komuro, Thomas H. Weisswange, Nico Steinhardt, Bram Bolder, Benedict Flade, Yosuke Sakamoto, Yuji Yasui, Julian Eggert

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms.

Malte Probst, Franz Rothlauf

J. Mach. Learn. Res., 2020

2019

Probabilistic Uncertainty-Aware Risk Spot Detector for Naturalistic Driving.

Tim Puphal, Malte Probst, Julian Eggert

IEEE Trans. Intell. Veh., 2019

Comfortable Priority Handling with Predictive Velocity Optimization for Intersection Crossings.

Tim Puphal, Malte Probst, Misa Komuro, Yiyang Li, Julian Eggert

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Optimization of Velocity Ramps with Survival Analysis for Intersection Merge-Ins.

Tim Puphal, Malte Probst, Yiyang Li, Yosuke Sakamoto, Julian Eggert

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

2017

Scalability of using Restricted Boltzmann Machines for combinatorial optimization.

Malte Probst, Franz Rothlauf, Jörn Grahl

Eur. J. Oper. Res., 2017

2015

Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization.

Malte Probst, Franz Rothlauf

CoRR, 2015

Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples.

Malte Probst, Franz Rothlauf

CoRR, 2015

Generative Adversarial Networks in Estimation of Distribution Algorithms for Combinatorial Optimization.

Malte Probst

CoRR, 2015

Denoising Autoencoders for Fast Combinatorial Black Box Optimization.

Malte Probst

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

An implicitly parallel EDA based on restricted boltzmann machines.

Malte Probst, Franz Rothlauf, Jörn Grahl

Proceedings of the Genetic and Evolutionary Computation Conference, 2014