msamogh / awesome-hcai

A curated list of resources on Human-Centered AI

Awesome Human-Centred AI

A curated list of resources on Social Computing, Explainable AI, Interactive ML, and related fields.

Research Groups

1. Holzinger Group
2. Perspicuous Computing
3. Social AI Group
4. The Institute for Ethical AI & Machine Learning
5. NEXT

People

1. Mihai Surdenau
2. Carlos Scheidegger
3. Peter Foltz
4. Chenhao Tan
5. Charles Isbell

Kaggle Competitions

1. Gendered Pronoun Resolution

Blogs

1. Explained.ai
2. Papers in Plain Language: What's in an Explanation?

Websites

1. HitAI (Human-in-the-loop Artificial Intelligence)

Papers

1. HELP - Human Assisted Efficient Learning Protocols

Videos

1. Interactive Machine Learning: How Machines Learn Best From Humans

Courses

1. Machine Learning Explainability - Kaggle
2. The Interpretable Machine Learning book

Conferences and Workshops

1. Human In The Loop Machine Learning (ICML Worskhop 2017)
2. HumL@ISWC2018