Tom Beer
Tom Beer
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Uplift Modeling II
Part 2: Decision making and evaluation metrics
Aug 11, 2024
11 min read
Uplift Modeling I
Part 1: Motivation & Causal Modeling
Jun 3, 2024
9 min read
A Simple Hotel Recommender - WIP
Built with LLMs and TripAdvisor reviews
Jun 18, 2023
1 min read
Predicting recipe popularity
For my favorite food blog
Oct 31, 2022
3 min read
Revisiting the bias variance tradeoff
A classical principle in modern times
Jul 25, 2022
5 min read
On the Hazards of Proxies II
Part 2: Prediction models
Apr 28, 2022
6 min read
Responsible Automation by Learning to Reject
May 19, 2021
7 min read
On the Hazards of Proxies I
Part 1: Causal Inference
Feb 23, 2021
5 min read
Deep Networks for Scientific Discovery
Summary of the MLHC paper
Jul 21, 2020
10 min read
The Synthetic Control Method
With application to California’s anti-smoking program
Jul 8, 2020
12 min read
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