The multi-reference alignment (MRA) problem entails estimating an image from multiple noisy and rotated copies of itself. If the noise level is low, one can reconstruct by missing rotations, aligning images, averaging out noise. While accurate rotation estimation impossible if high, rotations still be approximated, thus provide indispensable information. In particular, learning approximation er...
