Sydney M. Katz

1. Verification of Image-based Neural Network Controllers Using Generative Models
   2021/05/14 by Sydney M. Katz, Anthony Corso, Katz, Sydney M. +5 · 2 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Model Reduction and Neural Networks
2. Collision Risk and Operational Impact of Speed Change Advisories as Aircraft Collision Avoidance Maneuvers
   2022/04/29 by Sydney M. Katz, Luis E. Álvarez, Katz, Sydney M. +11 · 1 citation
   Decision Sciences · Engineering · #Air Traffic Management and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Risk and Safety Analysis #Robotics (cs.RO) #Systems and Control (eess.SY) #Traffic and Road Safety #electronic engineering #information engineering
3. AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulator
   2023/06/19 by Elysia Q. Smyers, Smyers, Elysia Q., Sydney M. Katz +5 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Air Traffic Management and Optimization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Efficient Determination of Safety Requirements for Perception Systems
   2023/07/03 by Sydney M. Katz, Anthony Corso, Katz, Sydney M. +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Robotics (cs.RO) #Target Tracking and Data Fusion in Sensor Networks