Ran Ding
  • Machine Learning
  • Photography
  • TIL
  • Random
  • Tags
  • About Me
Sign in Subscribe
Ran Ding

Ran Ding

NLP Starter Resources
Machine Learning

NLP Starter Resources

A list of starter resources for Natural Language Processing (NLP), mostly with deep learning.
Jun 30, 2018 1 min read
Quantitative Tech Interview Preparation Guide
Tech Career

Quantitative Tech Interview Preparation Guide

A short list of interview preparation resources for Data Scientists, Machine Learning Engineers, Machine Learning Scientists, Quant Developers and Quant Researchers.
May 5, 2018 5 min read
Recent Progress in Neural Variational Inference
Machine Learning

Recent Progress in Neural Variational Inference

A literature survey of recent papers on Neural Variational Inference (NVI) and its application in topic modeling.
Mar 8, 2018
A Brief Survey of Generative Models
Machine Learning

A Brief Survey of Generative Models

A high-level summary of various generative models including Variational Autoencoders (VAE), Generative Adverserial Networks (GAN), and their notable extentions and generalizations, such as f-GAN, Adversarial Variational Bayes (AVB), Wasserstein GAN, Wasserstein Auto-Encoder (WAE), Cramer GAN and etc
Dec 20, 2017 9 min read
Expectation-Maximization Algorithm in 10 minutes
Machine Learning

Expectation-Maximization Algorithm in 10 minutes

A quick walk-through of Expectation-Maximization (EM) algorithm and its cousins.
Dec 15, 2017 11 min read
← Newer Posts Page 2 of 2
Ran Ding © 2023
Powered by Ghost