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🔥 Top post: On the subject of papers that could use more attention, let me p · 3 likes + reposts
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This man is an artist!
It takes immense skill to explain complex material at an elementary level. Someone needs to make an accessible undergraduate textbook about e-values. So much pain and confusion could have been avoided if undergradua…
Thank you @nntaleb for taking an interest in Varentropy!
https://x.com/nntaleb/status/2071313745716953299
Another highly important paper on the subject concerns finite mixture models. Quite often one sees how practitioners try to gauge the true number of components from the data using component-count posterior. This way we allow the data to "s…
Sometimes it feels like great papers in Data Science / practical Statistics do not get enough coverage. So once in a while I want to write a post or two to highlight some practically interesting work.
Today's post is about a love of my lif…
It is so exciting to see such insightful, well-balanced talks:
https://youtu.be/2fxXPq8SSkQ?si=3eI86QSlcJaVulmZ
Quite often I see a strong, I would even say visceral, reaction against the use of LLMs.
Forgive my naivety, but I thought that LLMs are just a tool, like a CAS or an automated theorem prover. Somehow no one claims that asking Mathematica…
(3) Applying varentropy to Kelly allocation. We contrast a varentropy-based approach with the Busseti–Ryu–Boyd approach to risk-constrained Kelly allocation under pre-asymptotic risk constraints. We also introduce a new gadget — the loss-s…
(2) A formula for the varentropy of alpha-stable distributions. You might think that, given the lack of a closed-form density in elementary functions, varentropy would be impossible to compute. But using techniques recently developed for c…
Recently I wrote three preprints on the subject.
(1) A decomposition that yields a convenient lower bound on varentropy. (The matching upper bound is well known for s-concave distributions — Cor. 4.4 of Fradelizi, Li & Madiman, 2020.) The …
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