AI/ML Writing: Select PDF Versions, by Topic
Here are some PDF versions of a selection of my writing on machine learning, AI and data science, sorted by sector. This is a work in progress, and I will add PDFs to this page periodically. To view a much more comprehensive listing of my writing on AI and machine learning, click here.
Index of Topics
Facial AI (FER, Recognition, etc.)
Natural Language Processing (NLP)
*Featured*
To Uncover a Deepfake Video Call, Ask the Caller to Turn Sideways [PDF]
August 2022, Metaphysic.ai | Live | Web Archive
Disentanglement Is the Next Deepfake Revolution [PDF]
November 2021, unite.ai | Live | Web Archive
The Limited Future of Deepfakes [PDF]
March 2021, rossdawson.com | Live | Web Archive
Examining Yahoo's Nightmare Vision of 'Smart' Billboards [PDF]
October 2016, techerati.com | Live | Web Archive
Architectures & Libraries
R vs Python for Data Science and Visualization [PDF]
November 23rd, 2020,iflexion.com | Live | Web Archive
Three Unique Architectures for Deep Learning Based Recommendation Systems [PDF]
November 10th, 2021, unite.ai | Live | Web Archive
Cybersecurity (AI)
Why Adversarial Image Attacks Are No Joke [PDF]
December 12th, 2021, unite.ai | Live | Web Archive
Featured on Hacker News front page.
Data Science
The Future of Data Science in the Age of COVID-19 [PDF]
November 2020, iflexion.com | Live | Web Archive
Marketing and Data Science in the Post-Tracking Age [PDF]
April 2021, iflexion.com | Live | Web Archive
Deepfakes
To Uncover a Deepfake Video Call, Ask the Caller to Turn Sideways [PDF]
August 2022, Metaphysic.ai | Live | Web Archive
Why Deepfakes Cannot Currently Convey Subtlety of Emotion [PDF]
February 2022, unite.ai | Live | Web Archive
Disentanglement Is the Next Deepfake Revolution [PDF]
November 2021, unite.ai | Live | Web Archive
The Limited Future of Deepfakes [PDF]
March 2021, rossdawson.com | Live | Web Archive
Explainability (XAI)
The Practical Problems of Explaining AI Black Box System [PDF]
May 2020, iflexion.com | Live | Web Archive
Facial AI (FER, Recognition, etc.)
Facial Detection and Recognition With Dlib [PDF]
July 2020, iflexion.com | Live | Web Archive
Facial Recognition in the Privacy Age [PDF]
July 2020, iflexion.com | Live | Web Archive
The Future of Emotion Recognition in Machine Learning [PDF]
October 2020, iflexion.com | Live | Web Archive
Image Synthesis
Neural Rendering: How Low Can You Go In Terms Of Input? [PDF]
December 12th, 2021, unite.ai | Live | Web Archive
Featured on Hacker News front page.
The Future of AI Image Synthesis [PDF]
March 2021, rossdawson.com | Live | Web Archive
How AI Is Transforming the VFX Industry [PDF]
May 2020, rossdawson.com | Live | Web Archive
Machine Learning (Misc.)
Machine Learning: Understanding the 'Gold Rush' [PDF]
April 2020, iflexion.com | Live | Web Archive
Media
MIT: Measuring Media Bias in Major News Outlets With Machine Learning [PDF]
September 2021, unite.ai | Live | Web Archive
Featured on Hacker News front page.
Natural Language Processing (NLP)
Business Applications For GPT-3 [PDF]
January 2021, width.ai | Live | Web Archive
Was That a Question? Neural Networks Need to Know [PDF]
June 2017, intelligentautomation.network | Live | Web Archive
Privacy
Making a Machine Learning Model Forget About You [PDF]
August 2021, unite.ai | Live | Web Archive
Examining Yahoo's Nightmare Vision of 'Smart' Billboards [PDF]
October 2016, techerati.com | Live | Web Archive
Regulation
The Future of AI Regulation [PDF]
January 2021, iflexion.com | Live | Web Archive