In my practice, I find most people involved with advanced analytics, such as predictive, data science, and ML, are familiar with the name Bayes, and can even reproduce the simple theorem below. Still, ...

Most chatter about AI in other than research and academic institutions is about Machine Learning (ML) and various forms of neural nets and deep learning. Natural Language (speech recognition, language ...

Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...

In the ever-evolving toolkit of statistical analysis techniques, Bayesian statistics has emerged as a popular and powerful methodology for making decisions from data in the applied sciences. Bayesian ...

Mike Lee receives relevant research funding from the Australian Research Council, the Australia-Pacific Science Foundation, and Flinders University. Benedict King receives funding from the Australian ...

"In this universe effect follows cause. I've complained about it, but. . ." -- House (Laurie), pre-sponding to D. Bem "The more extraordinary the event, the greater the need for it to be supported by ...

What would Thomas Bayes think? In 1763, he proposed a new approach to calculate probabilities. An international team has now updated his ideas to deliver a quantum Bayes' rule. (Courtesy: Centre for ...

チューリング、シャノン、ノイマンの三人の名から始まる。 論理・情報・構造──この三つが結ばれて、 デジタルという世界が立ち上がった。 しかし、それはまだ「石器時代」だった。 彼らが作った世界は、0と1、YesとNoで構成された論理の宇宙。 人間の ...

NumPyroを用いたAmortized Inference（償却推論）は、深層学習の柔軟性とベイズ統計の厳密さを融合させる非常にエキサイティングなトピックですね。 特に、一度ネットワークを訓練してしまえば、MCMCのような時間のかかる計算をスキップして一瞬で推論が終わる ...