Sydney Michelle Katz

All Publications

• Probabilistic parameter estimators and calibration metrics for pose estimation from image features Digital Avionics Systems Conference (DASC) Valentin, R., Katz, S., Lee, J., Arief, M., Sorgenfrei, M., Walker, D., Kochenderfer, M. J. 2024

  View details for DOI 10.1109/DASC62030.2024.10748707

• Backward reachability analysis of neural feedback loops: {T}echniques for linear and nonlinear systems IEEE Open Journal of Control Systems Rober, N., Katz, S. M., Sidrane, C., Yel, E., Everett, M., Kochenderfer, M. J., How, J. P. 2023; 2: 108-124

  View details for DOI 10.1109/ojcsys.2023.3265901

• Generating probabilistic safety guarantees for neural network controllers MACHINE LEARNING Katz, S. M., Julian, K. D., Strong, C. A., Kochenderfer, M. J. 2021

  View details for DOI 10.1007/s10994-021-06065-9

  View details for Web of Science ID 000708772600002

• Synthesis and characterization of Fe(III)-Fe(II)-Mg-Al smectite solid solutions and implications for planetary science AMERICAN MINERALOGIST Fox, V. K., Kupper, R. J., Ehlmann, B. L., Catalano, J. G., Razzell-Hollis, J., Abbey, W. J., Schild, D. J., Nickerson, R. D., Peters, J. C., Katz, S. M., White, A. A. 2021; 106 (6): 964-982

  View details for DOI 10.2138/am-2020-7419

  View details for Web of Science ID 000673958300011

• Verification of image-based neural network controllers using generative model Digital Avionics Systems Conference (DASC) Katz, S. M., Corso, A. L., Strong, C. A., Kochenderfer, M. J. 2021

  View details for DOI 10.1109/DASC52595.2021.9594360

• Learning an Urban Air Mobility Encounter Model from Expert Preferences Katz, S. M., Le Bihan, A., Kochenderfer, M. J., IEEE IEEE. 2019

  View details for Web of Science ID 000588253200038