Paper Reviews

2021

Theory of overparametrization in quantum neural networks

less than 1 minute read

Reachability Deficits in Quantum Approximate Optimization of Graph Problems

1 minute read

Diagnosing barren plateaus with tools from quantum optimal control

less than 1 minute read

Universal Compiling and (No-)Free-Lunch Theorems for Continuous Variable Quantum Learning

3 minute read

Neural networks in quantum many-body physics: a hands-on tutorial

less than 1 minute read

2020

Key questions for the quantum machine learner to ask themselves

1 minute read

Exploring entanglement and optimization within the Hamiltonian Variational Ansatz

4 minute read

2018

Barren plateaus in quantum neural network training landscapes

4 minute read

1999

Learning DNF over the uniform distribution using a Quantum Example Oracle

less than 1 minute read

1984

A theory of the learnable

4 minute read