Publications

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Conference Paper
A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits, Hasani, Ramin, Lechner Mathias, Amini Alexander, Rus Daniela, and Grosu Radu , Proceedings of the 37th International Conference on Machine Learning, 13–18 Jul, (2020)
Neural State Classification for Hybrid Systems, Phan, Dung, Paoletti Nicola, Zhang Timothy, Grosu Radu, Smolka Scott A., and Stoller Scott D. , Proc.\ 16th International Symposium on Automated Technology for Verification and Analysis (ATVA 2018), (2018)  (528.72 KB)
Next-Generation Lagrangian Reachtubes, Gruenbacher, S., Cyranka J., Lechner M., Islam Md. A., Smolka S. A., and Grosu R. , Proceedings of CDC 2020, 59th IEEE Conference on Decision and Control, 12/2020, (2020)
A novel ICD morphology discriminator to improve discrimination between Ventricular and Supraventricular tachycardias, Abbas, H., Jang K.J., Liang J., Dixit S., and Mangharam R. , In Heart Rhythm Scientific Sessions, Chicago, 05/2017, (2017)  (77.23 KB)
Journal Article
A Network-based Cardiac Electrophysiology Simulator with Realistic Signal Generation and Response to Pacing Maneuvers, Iravanian, Shahriar, Uzelac Ilija, Kaboudian Abouzar, Langberg Jonathan, and Fenton Flavio , Computing in Cardiology, (2021)
Neural Predictive Monitoring and a Comparison of Frequentist and Bayesian Approaches, Bortolussi, L., Cairoli F., Paoletti N., Smolka S. A., and Stoller S. D. , International Journal on Software Tools for Technology Transfer, 05/2021, (2021)
Miscellaneous
Neural Flocking: MPC-based Supervised Learning of Flocking Controllers, Roy, Shouvik, Mehmood Usama, Grosu Radu, Smolka Scott A., Stoller Scott D., and Tiwari Ashish , (2020)
Neural Simplex Architecture, Phan, Dung T., Grosu Radu, Jansen Nils, Paoletti Nicola, Smolka Scott A., and Stoller Scott D. , (2020)