Let A∈ℝ^n× d, ∈̱ℝ^n and λ>0, for
rigid linear regression
_ Z() = ...
Dequantized algorithms show that quantum computers do not have exponenti...
We propose a deterministic Kaczmarz method for solving linear systems
A=...
We establish an improved classical algorithm for solving linear systems ...
Inspired by recent progress in quantum algorithms for ordinary and parti...
We study the problem of learning an unknown graph provided via an oracle...
We propose and analyze new quantum algorithms for estimating the most co...
Polynomial eigenvalue problems (PEPs) arise in a variety of science and
...
Eigenproblem arises in a large number of disciplines of sciences and
eng...
We give an explicit simple method to build quantum neural networks (QNNs...