The Importance of Double and Triple Checking

How I failed and then succeeded in my biggest PhD project.

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Explaining my ICML Conference Paper

2 Years of PhD Research: Stein Discrepancies with a Twist.

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How can we do Data Science without Data?

A blog post about some of my PhD research - truncated probability density estimation.

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Natural Language Analysis of Kanye West

An in depth look into Kanye West’s lyrics using natural language.

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Recent Blog Posts

The Importance of Double and Triple Checking

If you’re a PhD student, like me, you’ll probably have made a few (if not a lot) of mistakes over the course of your research.
Last updated on Mar 20, 2024
The Importance of Double and Triple Checking

2 Years of PhD Research: Stein Discrepancies with a Twist

This is a blog post detailing Approximate Stein Classes for Truncated Density Estimation, by myself and my supervisor, Song Liu, which recently got accepted into ICML 2023.
Last updated on Jun 5, 2023
2 Years of PhD Research: Stein Discrepancies with a Twist
Daniel Williams

Daniel Williams

CDT Student

University of Bristol

Biography

I have a PhD in staistics/machine learning/data science/AI (whatever you would like to call it) from the University of Bristol, under the COMPASS CDT. I previously studied a masters in mathematics at the University of Exeter. My research is currently regarding truncated density estimation, and unnormalised models. But I am also interested in AI more generally, including all the learnings, Machine, Deep and Reinforcement (as well as some others!).

Interests

  • NLP
  • Deep Learning
  • Density Estimation
  • Responsible AI

Education

  • PhD in Computational Statistics and Data Science, 2019 - 2024

    University of Bristol

  • MMath in Mathematics, 2015 - 2019

    University of Exeter

About Me

Python

Advanced

R

Proficient

Statistics

Expert

Mathematics

Educated

Coffee

Addicted

Gym

Injured

Popular Topics

Analysis Bayesian BERT Big Data Classification Coding Data Analysis Data Science Data Visualisation Environment Estimation Extreme Value Theory GAM Gaussian Process NLP PhD programming R Real Data Research

Contact

  • Weekdays 09:00 to 17:00
  • DM Me