Wissenschaftliche Publikationen
Inproceedings
Energiesysteme
Primary frequency control provision by distributed energy resources in active distribution networks
Inproceedings
A Behavioral Input-Output Parametrization of Control Policies with Suboptimality Guarantees
Booktitle
60th IEEE Conference on Decision and Control (CDC21)
Journal Artikel
Near-Optimal Design of Safe Output Feedback Controllers from Noisy Data
Inproceedings
A Unified Framework for Hamiltonian Deep Neural Networks
Booktitle
Proceedings of the 3rd Conference on Learning for Dynamics and Control
Pages
275-286
Journal Artikel
Hamiltonian Deep Neural Networks Guaranteeing Non-vanishing Gradients by Design
Inproceedings
Near-optimal Multi perturbation Experimental Design for Causal Structure Learning
Booktitle
Conference on Neural Information Processing Systems (NeurIPS 2021)
Inproceedings
PopSkipJump: A Decision-based Adversarial Attack for Probabilistic Classifiers
Booktitle
38th International Conference on Machine Learning (ICML 2021)
Pages
9712-9721
Inproceedings
Robust Generalization despite Distribution Shift via Minimum Discriminating Information
Booktitle
Conference on Neural Information Processing Systems (NeurIPS 2021)
Inproceedings
Distributionally Robust Optimization with Markovian Data
Booktitle
38th International Conference on Machine Learning (ICML 2021)
Journal Artikel
Efficient Learning of a Linear Dynamical System with Stability Guarantees
Journal Artikel
Urban Driving Games With Lexicographic Preferences and Socially Efficient Nash Equilibria
Inproceedings
Semi-Discrete Optimal Transport: Hardness, Regularization and Numerical Solution
Booktitle
arXiv preprint
Inproceedings
Sampled-Data Online Feedback Equilibrium Seeking: Stability and Tracking
Booktitle
60th IEEE Conference on Decision and Control (CDC21)
Inproceedings
Limits and Colimits in a Category of Lenses
Booktitle
4th Annual International Applied Category Theory Conference (ACT)
Konferenz Papier
Co-design of embodied intelligence: A structured approach
Konferenz Papier
Co-Design of Autonomous Systems: From Hardware Selection to Control Synthesis
Journal Artikel
The Potential of Vehicle-to-Grid to Support the Energy Transition: A Case Study on Switzerland
Journal Artikel
Stabilization of city-scale road traffic networks via macroscopic fundamental diagram-based model predictive perimeter control
Journal Artikel
Modeling, estimation, and control in large-scale urban road networks with remaining travel distance dynamics
Inproceedings
Safe and Efficient Model-free Adaptive Control via Bayesian Optimization
Booktitle
IEEE International Conference on Robotics and Automation (ICRA 2021)
Inproceedings
Plasma Spray Process Parameters Configuration using Sample-efficient Batch Bayesian Optimization (submitted)
Booktitle
IEEE International Conference on Automation Science and Engineering (CASE)
Inproceedings
Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems
Booktitle
Conference on Neural Information Processing Systems (NeurIPS 2021)
Journal Artikel
Deep Reinforcement Learning for Room Temperature Control: A Black-box Pipeline from Data to Policies
Inproceedings
Exploiting Spatial and Temporal Correlation for Event-driven Communication in WSNs
Booktitle
Conference on Embedded Networked Sensor Systems (Sensys2021)
Miscellaneous
Game Theoretical Motion Planning - Tutorial session
Miscellaneous
Verifier for Approximate Neural Networks and QPs (EVANQP)
Miscellaneous
Methodische Grundlagen
DecodEPFL/HamiltonianNet: HamiltonianNet
Month
1
Erscheinungsjahr
2022
Journal Artikel
Diversity and Inclusion in Control Workshop at the IEEE Conference on Decision and Control 2021 [Member Activities]
Journal Artikel
Methodische Grundlagen
Computergestützte Methoden
Stability Verification of Neural Network Controllers using Mixed-Integer Programming
Inproceedings
Methodische Grundlagen
Energiesysteme
Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control
Booktitle
2022 IEEE 17th International Conference on Control \\& Automation (ICCA)
Pages
698-703
Journal Artikel
Methodische Grundlagen
Energiesysteme
Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: Simulations and experiments
Inproceedings
Computergestützte Methoden
Categorification of Negative Information using Enrichment
Booktitle
5th Annual International Applied Category Theory Conference (under review)
Inproceedings
Computergestützte Methoden
Blacksmith: Scalable Rowhammering in the Frequency Domain
Booktitle
2022 IEEE Symposium on Security and Privacy (SP)
Pages
825-843
Herausgeber
IEEE Computer Society
ISSN-Nummer
2375-1207
Inproceedings
Computergestützte Methoden
Stokes, Gibbs and volume computation of semi-algebraic sets
Booktitle
Discrete and Computational Geometry (under review)
Inproceedings
Optimal policy design to mitigate epidemics on networks using an SIS model
Booktitle
2021 60th IEEE Conference on Decision and Control (CDC)
Pages
4266-4271
Journal Artikel
Modeling and Quantifying Interaction of Information and Capacity in Public Transport Disruptions
ISSN-Nummer
0197-6729
Journal Artikel
Evaluating the Effects of Disruptions on the Behavior of Travelers in a Multimodal Network Utilizing Agent-Based Simulation
Pages
03611981221094005
Inproceedings
Methodische Grundlagen
A Pricing Mechanism for Balancing the Charging of Ride Hailing Electric Vehicle Fleets
Booktitle
European Control Conference (to appear)
Miscellaneous
Methodische Grundlagen
On the Regret of H-infinity control
Miscellaneous
Methodische Grundlagen
GoSafeOpt: Scalable Safe Exploration for Global Optimization of Dynamical Systems
Miscellaneous
Methodische Grundlagen
A self-contained karma economy for the dynamic allocation of common resources
Journal Artikel
Moon-shot project
On Robustness in Optimization-Based Constrained Iterative Learning Control
Inproceedings
Methodische Grundlagen
A Dynamic Population Model of Strategic Interaction and Migration under Epidemic Risk
Booktitle
2021 60th IEEE Conference on Decision and Control (CDC)
Pages
2085-2091
Inproceedings
Methodische Grundlagen
Computergestützte Methoden
Optimal Thrust Vector Control of an Electric Small-Scale Rocket Prototype
Booktitle
2022 International Conference on Robotics and Automation (ICRA)
Pages
1996-2002
Inproceedings
Computergestützte Methoden
Ghost Peak: Practical Distance Reduction Attacks Against HRP UWB Ranging
Booktitle
31st USENIX Security Symposium, USENIX Security 2022, Boston, MA, USA, August 10-12, 2022
Pages
1343-1359
Herausgeber
USENIX Association
Inproceedings
Computergestützte Methoden
ProTRR: Principled yet Optimal In-DRAM Target Row Refresh
Booktitle
43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022
Pages
735-753
Herausgeber
IEEE
Inproceedings
Computergestützte Methoden
Demo Abstract: DPP3e: A Harvesting-based Dual Processor Platform for Advanced Indoor Environmental Sensing
Booktitle
2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)
Pages
495-496
Inproceedings
Computergestützte Methoden
Secure Communication with Batteryless Sensors
Booktitle
2022 11th Mediterranean Conference on Embedded Computing (MECO)
Pages
1-4
Journal Artikel
Computergestützte Methoden
Robustness of predictive energy harvesting systems: Analysis and adaptive prediction scaling
Inproceedings
Computergestützte Methoden
Joint Energy Management for Distributed Energy Harvesting Systems
Booktitle
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems
Pages
575-577
Herausgeber
Association for Computing Machinery
ISBN-Nummer
9781450390972
