The Human-Centered AI Lab (HCAI) invites the international machine learning community to a challenge on explainable AI and towards IQ-Tests for machines
First Austrian IFIP Forum “AI and future society: The third wave of AI, which takes place on Wednesday, May 8th – Thursday, May 9th 2019 in 1030 Vienna, Radetzkystraße 2, Festsaal of the BMVIT,
In our recent paper we define the notion of causability, which is different from explainability in that causability is a property of a person, while explainability is a property of a system!
https://human-centered.ai/wordpress/wp-content/uploads/2019/01/causability-research.png9881500Andreas Holzingerhttps://human-centered.ai/wordpress/wp-content/uploads/2019/05/hcai_logo_web.pngAndreas Holzinger2019-04-04 10:10:012019-04-04 11:13:45Explainability vs. Causability of Artificial Intelligence in Medicine
There are many different machine learning algorithms for a certain problem, but which one to chose for solving a practical problem? The comparison of learning algorithms is very difficult and is highly dependent of the quality of the data!
https://human-centered.ai/wordpress/wp-content/uploads/2019/03/worst-case-behaviour.jpg175183Andreas Holzingerhttps://human-centered.ai/wordpress/wp-content/uploads/2019/05/hcai_logo_web.pngAndreas Holzinger2019-03-24 14:53:442019-04-04 11:05:39The need for deep understanding of algorithms
https://human-centered.ai/wordpress/wp-content/uploads/2019/01/Thinking-Machines-everywhere.jpg1280992Andreas Holzingerhttps://human-centered.ai/wordpress/wp-content/uploads/2019/05/hcai_logo_web.pngAndreas Holzinger2019-01-22 12:23:482019-01-22 12:55:15Third ITU/WHO Workshop on Artificial Intelligence for Health today at EPFL Lausanne
Kandinsky Challenge: IQ-Test for Machines is online!
/in General /by Andreas HolzingerThe Human-Centered AI Lab (HCAI) invites the international machine learning community to a challenge on explainable AI and towards IQ-Tests for machines
6th June 2019, 10:00 – 16:00 Graz/Austria Symposium AI/Machine Learning for Digital Pathology
/in Conferences, HCAI-event /by Andreas HolzingerOn June, 6, 2019, 10:00-16:00 we organize in Graz/Austria a small Symposium on AI/Machine Learning for Digital Pathology
First Austrian IFIP-Forum “AI and future society: The third wave of AI” (May, 8-9, 2019) , Vienna
/in Conferences /by Andreas HolzingerFirst Austrian IFIP Forum “AI and future society: The third wave of AI, which takes place on Wednesday, May 8th – Thursday, May 9th 2019 in 1030 Vienna, Radetzkystraße 2, Festsaal of the BMVIT,
Causability is important. Why?
/in Explainability, Recent Publications /by Andreas HolzingerEffective (future) Human-AI interaction must take into account a context specific mapping between explainable-AI and human understanding.
Explainability vs. Causability of Artificial Intelligence in Medicine
/in Recent Publications, Science News /by Andreas HolzingerIn our recent paper we define the notion of causability, which is different from explainability in that causability is a property of a person, while explainability is a property of a system!
The need for deep understanding of algorithms
/in Explainability, Science News /by Andreas HolzingerThere are many different machine learning algorithms for a certain problem, but which one to chose for solving a practical problem? The comparison of learning algorithms is very difficult and is highly dependent of the quality of the data!
Caution to seemingly “Intelligent” Clever Hans Behaviour
/in Recent Publications, Science News /by Andreas HolzingerFeatureCloud Project sucessfully started!
/in HCI-KDD Events, Projects /by Andreas HolzingerMiniconf Monday, 4th February 2019: Miroslav HUDEC
/in HCI-KDD Events, Lectures /by Andreas HolzingerThird ITU/WHO Workshop on Artificial Intelligence for Health today at EPFL Lausanne
/in HCI-KDD Events, Lectures /by Andreas Holzinger