Mini library
This page provides a collection of some references I personally find useful for the study and research. Please feel free to send me an email if you have any good suggestions.
Quantum
Algorithm
Lecture note by Andrew Childs link
Lecture note by Ronald de Wolf link
Lecture note by Lin Lin link
A Grand Unification of Quantum Algorithms
Learning
A Survey of Quantum Learning Theory
A survey on the complexity of learning quantum states
The randomized measurement toolbox
Introduction to Haar Measure Tools in Quantum Information: A Beginner’s Tutorial
Complexity
Around the quantum PCP Conjecture
Information
Machine learning
Lecture note by Arthur Gretton link
Lecture note by Tengyu Ma link
The Information Bottleneck Problem and Its Applications in Machine Learning
Diffusion Models: A Comprehensive Survey of Methods and Applications