Rebeauty Atlas는 무엇인가요?

Rebeauty Atlas는 AI·디자인·마케팅·경제·의료 등 다양한 주제의 Medium 아티클을 수집해 태그·트랙·위키·인사이트로 탐색할 수 있게 정리한 리서치 아카이브입니다.

글은 어떻게 모이나요?

Rebeauty Atlas는 Medium에 공개된 아티클을 자동 수집해 AI·디자인·마케팅·경제·의료 등 주제별 태그·트랙·위키로 정리하는 리서치 아카이브입니다.

사이트는 어떤 섹션으로 구성되어 있나요?

Articles · Wiki · Insights · Tags 섹션으로 구성되어 있으며, PHP MVC · MySQL · shadcn-style UI · Wiki via keyword rules 로 만들어졌습니다.

Articles · Rebeauty Atlas

HUM SCI AI

MJ Mjgmario

Heterogeneous Effects, Uplift, and Bandits: From Average Treatment Effects to Individualized…

Part 6 of 7. Personalizing treatment and learning policies online.

Jul 11, 2026 · 42 min read · 1 claps #uplift #bayesian-statistics #bayesian-inference

Heterogeneous Effects, Uplift, and Bandits: From Average Treatment Effects to Individualized…

AI SCI

MJ Mjgmario

Computational Inference for Bayesian Models: MCMC, HMC, NUTS, and Variational Inference Without the…

Part 2 of 7. The machinery that turns a generative model into a posterior.

Jun 20, 2026 · 40 min read · 0 claps #ai #statistics #bayesian-statistics

Computational Inference for Bayesian Models: MCMC, HMC, NUTS, and Variational Inference Without the…

HUM AI SCI

RA RADHAMADHAB DALAI

Bayesian Decision Making -2

STATISTICAL DECISION MAKING PART-II

May 14, 2026 · 3 min read · 0 claps #bayesian-machine-learning #bayesian-statistics #bayesian-inference

HUM SCI AI

PA Pascal Bercker

Think Bayesian Dice!

This comes from the second edition of this book: THINK BAYES 2e! by author and educator Allen Downey (with an accompanying website and…

Apr 15, 2026 · 5 min read · 7 claps #probability #bayesian-inference #bayesian-networks

SCI AI

SE Sergio Gevatschnaider

The Geometry of Uncertainty

Español

Apr 12, 2026 · 6 min read · 0 claps #gaussian-process #bayesian-inference #bayesian-optimization

HUM LIF AI SCI

PA Pascal Bercker

Constructing a Bayesian Belief Network — Who Wins This Game?

This exercise comes from a very recent (2025) online textbook on Bayesian Reasoning and Machine Learning by David Barber.

Mar 17, 2026 · 4 min read · 7 claps #probability #bayesian-networks #netica

Constructing a Bayesian Belief Network — Who Wins This Game?

AI TCH

MO Modexa

7 JAX + NumPyro Tricks for Probabilistic Models at Speed

Practical patterns to make your Bayesian models compile faster, sample deeper, and scale without drama.

Oct 10, 2025 · 5 min read · 101 claps #jax #numpyro #bayesian-inference

7 JAX + NumPyro Tricks for Probabilistic Models at Speed

MKT AI SCI HUM DSN

NS NS Academy

Compare Bayesian inference vs Frequentist inference in the context of A/B testing at scale.

1. Philosophy of Probability

Sep 18, 2025 · 3 min read · 0 claps #data-science #a-b-testing #frequentists

Compare Bayesian inference vs Frequentist inference in the context of A/B testing at scale.

SCI AI

PA Pankaj Chejara, PhD · Dev Genius

Conditional Independence Made Simple

Conditional independence is a crucial building block of probabilistic graphical models (e.g., Bayesian networks). Having a solid…

Aug 23, 2025 · 3 min read · 6 claps #conditional-independence #bayesian-inference #bayesian-networks

MKT AI DSN

BO Boy Pardosi

Bayesian AB Test with Hierarchical MCMC

In the world of data-driven decisions, A/B testing is a powerful tool for comparing different versions of a product or feature. But how can…

Nov 07, 2024 · 2 min read · 18 claps #bayesian-inference #ab-testing #mcmc

MDA SCI AI LIF

IS ismail Tahir

Bayesian Reasoning For Game Development: Adaptive Game Difficulty

In a series of posts, we discovered how Bayes’ theorem offers a perspective on updating beliefs in light of new data and is used to update…

Apr 26, 2024 · 6 min read · 0 claps #bayesian-inference #difficulty-adjustment #game-development

Bayesian Reasoning For Game Development: Adaptive Game Difficulty

MDA SCI AI

IS ismail Tahir

Bayesian Reasoning for Game Development:Fair Match-Making for Multiplayer Games

A robust fair matchmaking framework for online multiplayer games using Bayes’s rule

Apr 03, 2024 · 15 min read · 8 claps #matchmaking #game-development #bayes-theorem

Bayesian Reasoning for Game Development:Fair Match-Making for Multiplayer Games

SCI AI

IS ismail Tahir

Understanding Bayesian Reasoning: A Guide to Basic Principles and Insights

Bayes’ rule offers a perspective on how we update beliefs in light of new evidence. Therefore, we can call it a framework for processing…

Jan 09, 2024 · 5 min read · 43 claps #statistics #bayes-theorem #bayesian