[MINI] Conditional Independence
Data Skeptic21 Heinä 2017

[MINI] Conditional Independence

In statistics, two random variables might depend on one another (for example, interest rates and new home purchases). We call this conditional dependence. An important related concept exists called conditional independence. This phrase describes situations in which two variables are independent of one another given some other variable.

For example, the probability that a vendor will pay their bill on time could depend on many factors such as the company's market cap. Thus, a statistical analysis would reveal many relationships between observable details about the company and their propensity for paying on time. However, if you know that the company has filed for bankruptcy, then we might assume their chances of paying on time have dropped to near 0, and the result is now independent of all other factors in light of this new information.

We discuss a few real world analogies to this idea in the context of some chance meetings on our recent trip to New York City.

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(601)

Computable AGI

Computable AGI

On today's show, we are joined by Michael Timothy Bennett, a Ph.D. student at the Australian National University. Michael's research is centered around Artificial General Intelligence (AGI), specifica...

3 Heinä 202336min

AGI Can Be Safe

AGI Can Be Safe

We are joined by Koen Holtman, an independent AI researcher focusing on AI safety. Koen is the Founder of Holtman Systems Research, a research company based in the Netherlands. Koen started the conver...

26 Kesä 202345min

AI Fails on Theory of Mind Tasks

AI Fails on Theory of Mind Tasks

An assistant professor of Psychology at Harvard University, Tomer Ullman, joins us. Tomer discussed the theory of mind and whether machines can indeed pass it. Using variations of the Sally-Anne test ...

19 Kesä 202352min

AI for Mathematics Education

AI for Mathematics Education

The application of LLMs cuts across various industries. Today, we are joined by Steven Van Vaerenbergh, who discussed the application of AI in mathematics education. He discussed how AI tools have cha...

12 Kesä 202335min

Evaluating Jokes with LLMs

Evaluating Jokes with LLMs

Fabricio Goes, a Lecturer in Creative Computing at the University of Leicester, joins us today. Fabricio discussed what creativity entails and how to evaluate jokes with LLMs. He specifically shared t...

6 Kesä 202343min

Why Machines Will Never Rule the World

Why Machines Will Never Rule the World

Barry Smith and Jobst Landgrebe, authors of the book "Why Machines will never Rule the World," join us today. They discussed the limitations of AI systems in today's world. They also shared elaborate ...

29 Touko 202355min

A Psychopathological Approach to Safety in AGI

A Psychopathological Approach to Safety in AGI

While the possibilities with AGI emergence seem great, it also calls for safety concerns. On the show, Vahid Behzadan, an Assistant Professor of Computer Science and Data Science, joins us to discuss ...

23 Touko 202349min

The NLP Community Metasurvey

The NLP Community Metasurvey

Julian Michael, a postdoc at the Center for Data Science, New York University, joins us today. Julian's conversation with Kyle was centered on the NLP community metasurvey: a survey aimed at understan...

15 Touko 202349min

Suosittua kategoriassa Tiede

rss-poliisin-mieli
tiedekulma-podcast
rss-mita-tulisi-tietaa
docemilia
filocast-filosofian-perusteet
menologeja-tutkimusmatka-vaihdevuosiin
rss-duodecim-lehti
rss-tiedetta-vai-tarinaa
sotataidon-ytimessa
rss-lapsuuden-rakentajat-podcast
rss-lihavuudesta-podcast
utelias-mieli
radio-antro
rss-bios-podcast
rss-metsantuntijat-podcast
rss-luontopodi-samuel-glassar-tutkii-luonnon-ihmeita
rss-sosiopodi