Tom Beer — researcher in causality, actionability and transportability of machine learning systems.https://tom-beer.github.io/https://tom-beer.github.io/blog/uplift-part2/https://tom-beer.github.io/blog/uplift-part2/Part 2: Decision making and evaluation metricsSun, 11 Aug 2024 18:11:55 GMThttps://tom-beer.github.io/blog/uplift-part1/https://tom-beer.github.io/blog/uplift-part1/Part 1: Motivation & Causal ModelingMon, 03 Jun 2024 04:08:17 GMThttps://tom-beer.github.io/blog/hotel-recommender/https://tom-beer.github.io/blog/hotel-recommender/Built with LLMs and TripAdvisor reviewsSun, 18 Jun 2023 00:07:42 GMThttps://tom-beer.github.io/blog/food-blog-popularity/https://tom-beer.github.io/blog/food-blog-popularity/For my favorite food blogMon, 31 Oct 2022 00:07:42 GMThttps://tom-beer.github.io/blog/revisiting-bias-variance/https://tom-beer.github.io/blog/revisiting-bias-variance/A classical principle in modern timesMon, 25 Jul 2022 07:13:42 GMThttps://tom-beer.github.io/blog/proxies-ml/https://tom-beer.github.io/blog/proxies-ml/Part 2: Prediction modelsThu, 28 Apr 2022 07:13:42 GMThttps://tom-beer.github.io/blog/reject/https://tom-beer.github.io/blog/reject/This post introduces the framework of rejection learning with applications to algorithmic automation problems.Wed, 19 May 2021 07:13:42 GMThttps://tom-beer.github.io/blog/proxies-ci/https://tom-beer.github.io/blog/proxies-ci/Part 1: Causal InferenceTue, 23 Feb 2021 17:13:42 GMThttps://tom-beer.github.io/blog/deep-scientific-discovery/https://tom-beer.github.io/blog/deep-scientific-discovery/Summary of the MLHC paperTue, 21 Jul 2020 17:13:42 GMThttps://tom-beer.github.io/blog/synthetic-control/https://tom-beer.github.io/blog/synthetic-control/With application to California's anti-smoking programWed, 08 Jul 2020 20:14:30 GMThttps://tom-beer.github.io/blog/air-pollution-haifa/https://tom-beer.github.io/blog/air-pollution-haifa/Exploratory data analysisMon, 15 Jun 2020 06:25:50 GMThttps://tom-beer.github.io/blog/debiasing-doodle-polls/https://tom-beer.github.io/blog/debiasing-doodle-polls/Uncovering users' true preferencesThu, 02 Apr 2020 16:08:22 GMT