Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees

This workshop will bring together an interdisciplinary group of researchers focused on the development of novel computational and theoretical results of the type necessary for the advancement of large-scale phaseless imaging capabilities. Special attention will be paid to the development and analysis of practically realizable measurement constructions. In particular:  

• (i) measurement constructions relevant to Ptychography -- a modern molecular imaging modality suitable for imaging large molecules efficiently -- which is not currently well understood theoretically,
• (ii) auto-calibration techniques capable of bridging the gap between provably accurate measurement designs and practical implementation of such measurements, and 
• (iii) fast and provably accurate numerical methods capable of solving large scale phase retrieval problems with realistic measurement ensembles.