Pilipovsky, Joshua
- Distributionally Robust Density Control with Wasserstein Ambiguity Sets
2024/03/19 by Pilipovsky, Joshua, Tsiotras, Panagiotis · 4 citations
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Computationally Efficient Chance Constrained Covariance Control with Output Feedback
2023/10/03 by Joshua Pilipovsky, Panagiotis Tsiotras, Pilipovsky, Joshua +1 · 2 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #Bayesian Modeling and Causal Inference #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
- Data-Driven Covariance Steering Control Design
2023/03/30 by Joshua Pilipovsky, Panagiotis Tsiotras, Pilipovsky, Joshua +1 · 2 citations
Engineering · Physics and Astronomy · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #FOS: Mathematics #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Probabilistic Verification of ReLU Neural Networks via Characteristic Functions
2022/12/03 by Joshua Pilipovsky, Vignesh Sivaramakrishnan, Pilipovsky, Joshua +5 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Distribution Steering for Discrete-Time Linear Systems with General Disturbances using Characteristic Functions
2021/10/13 by Vignesh Sivaramakrishnan, Sivaramakrishnan, Vignesh, Joshua Pilipovsky +5 · 1 citation
Decision Sciences · Engineering · #Advanced Control Systems Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Stability and Control of Uncertain Systems
- Distributionally Robust Covariance Steering with Optimal Risk Allocation
2022/09/30 by Renganathan, Venkatraman, Pilipovsky, Joshua, Tsiotras, Panagiotis · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Data-Driven Robust Covariance Control for Uncertain Linear Systems
2023/12/10 by Joshua Pilipovsky, Panagiotis Tsiotras, Pilipovsky, Joshua +1 · 1 citation
Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #Fault Detection and Control Systems
- SAVER: A Toolbox for Sampling-Based, Probabilistic Verification of Neural Networks
2024/12/04 by Sivaramakrishnan, Vignesh, Kalagarla, Krishna C., Devonport, Rosalyn +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)