This repo is a collection of AWESOME things about machine teaching, including papers, tutorials, codes, etc. Feel free to star and fork.
- An overview of machine teaching paper
- Machine teaching: an inverse problem to machine learning and an approach toward optimal education paper
- Teaching Categories to Human Learners with Visual Explanations(EXPLAIN) paper code
- Becoming the Expert-Interactive Multi-Class Machine Teaching(EER) project page
- Near-Optimally Teaching the Crowd to Classify(STRICT) paper
- Interpretable Machine Teaching via Feature Feedback paper
- Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners paper
- Near-Optimal Machine Teaching via Explanatory Teaching Sets paper
- Active Teaching for Inductive Learners paper
- Unlearn What You Have Learned: Adaptive Crowd Teaching with Exponentially Decayed Memory Learners paper
- Species names Link