Phase retrieval with application to optical imaging: a contemporary overview
The problem of phase retrieval, ie, the recovery of a function given the magnitude of its
Fourier transform, arises in various fields of science and engineering, including electron …
Fourier transform, arises in various fields of science and engineering, including electron …
Predicting many properties of a quantum system from very few measurements
Predicting the properties of complex, large-scale quantum systems is essential for
developing quantum technologies. We present an efficient method for constructing an …
developing quantum technologies. We present an efficient method for constructing an …
Phase retrieval via Wirtinger flow: Theory and algorithms
We study the problem of recovering the phase from magnitude measurements; specifically,
we wish to reconstruct a complex-valued signal about which we have phaseless samples of …
we wish to reconstruct a complex-valued signal about which we have phaseless samples of …
A geometric analysis of phase retrieval
Can we recover a complex signal from its Fourier magnitudes? More generally, given a set
of m measurements, y_k=\left| a _k^* x\right| yk= ak∗ x for k= 1, ..., mk= 1,…, m, is it possible …
of m measurements, y_k=\left| a _k^* x\right| yk= ak∗ x for k= 1, ..., mk= 1,…, m, is it possible …
Robust shadow estimation
Efficiently estimating properties of large and strongly coupled quantum systems is a central
focus in many-body physics and quantum information theory. While quantum computers …
focus in many-body physics and quantum information theory. While quantum computers …
Phase retrieval using alternating minimization
Phase retrieval problems involve solving linear equations, but with missing sign (or phase,
for complex numbers) information. Over the last two decades, a popular generic empirical …
for complex numbers) information. Over the last two decades, a popular generic empirical …
Solving random quadratic systems of equations is nearly as easy as solving linear systems
This paper is concerned with finding a solution x to a quadratic system of equations yi=|< ai,
x>|^ 2, i= 1, 2,..., m. We prove that it is possible to solve unstructured quadratic systems in n …
x>|^ 2, i= 1, 2,..., m. We prove that it is possible to solve unstructured quadratic systems in n …
Phase retrieval from coded diffraction patterns
This paper considers the question of recovering the phase of an object from intensity-only
measurements, a problem which naturally appears in X-ray crystallography and related …
measurements, a problem which naturally appears in X-ray crystallography and related …
Solving random quadratic systems of equations is nearly as easy as solving linear systems
We consider the fundamental problem of solving quadratic systems of equations in, and is
unknown. We propose a novel method, which starts with an initial guess computed by …
unknown. We propose a novel method, which starts with an initial guess computed by …
Breaking the coherence barrier: A new theory for compressed sensing
This paper presents a framework for compressed sensing that bridges a gap between
existing theory and the current use of compressed sensing in many real-world applications …
existing theory and the current use of compressed sensing in many real-world applications …