Nghia H. Nguyen

Notes on machine learning

Nesterov Momentum meets Neural Ordinary Differential Equations

Introducing Nesterov accelerated gradients into Neural ODEs to improve efficiency without sacrificing accuracy (NeurIPS 2022).

7 min read · February 24, 2023

2023 · machine learning differential equations optimization Nesterov's accelerated gradients NeurIPS
Proof for the graph diffusion equation in GRAND: Graph Neural Diffusion

A detailed derivation of the graph diffusion equation used in the GRAND paper by Chamberlain et al.

3 min read · March 02, 2022

2022 · graph neural networks diffusion machine learning differential equations graph
Cách mình tự ôn tập để đạt 8.5 IELTS (Vietnamese)

Kinh nghiệm tự ôn tập IELTS để đạt 8.5/9 (Listening 9, Reading 9, Writing 7.5, Speaking 7.5).

10 min read · November 28, 2021

2021 · ielts english standard testing
Summary for "Generic Database Cost Models for Hierarchical Memory Systems"

A summary of the VLDB 2002 paper on generic cost models for hierarchical memory systems in databases.

5 min read · December 19, 2020

2020 · summary paper dbms query-optimization machine-learning
Summary for "Neo: A Learned Query Optimizer"

A summary of the Neo paper on end-to-end learned query optimization in DBMS.

5 min read · December 19, 2020

2020 · summary paper dbms query-optimization machine-learning