Edward P. Chandler

According to our database, Edward P. Chandler authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Stochastic Generative Plug-and-Play Priors.

Chicago Y. Park, Edward P. Chandler, Yuyang Hu, Michael T. McCann, Cristina Garcia-Cardona, Brendt Wohlberg, Ulugbek S. Kamilov

CoRR, April, 2026

2025

Analysis Plug-and-Play Methods for Imaging Inverse Problems.

Edward P. Chandler, Shirin Shoushtari, Brendt Wohlberg, Ulugbek S. Kamilov

CoRR, September, 2025

Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models.

Shirin Shoushtari, Edward P. Chandler, Yuanhao Wang, M. Salman Asif, Ulugbek S. Kamilov

CoRR, May, 2025

Closed-Form Approximation of the Total Variation Proximal Operator.

Edward P. Chandler, Shirin Shoushtari, Brendt Wohlberg, Ulugbek S. Kamilov

IEEE Trans. Computational Imaging, 2025

Distribution Shift Estimation in Imaging Inverse Problems.

Weining Wang, Shirin Shoushtari, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov

Proceedings of the 10th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2025

2024

Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis.

Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Overcoming Distribution Shifts in Plug-and-Play Methods with Test- Time Training.

Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023