Active learning is an approach to classroom teaching and learning that focusses on planning and guiding students through various activities that require learning by doing. What you'll find here When ...

🤩 A curated list of awesome Active Learning ! 🤩. Background (An illustrative example of pool-based active learning. image source: Settles, Burr)What is Active Learning? Active learning is a special ...

This paper studies graph-based active learning, where the goal is to reconstruct a binary signal defined on the nodes of a weighted graph, by sampling it on a small subset of the nodes. A new sampling ...

Learn the best practices for using network graphs in teaching, such as choosing the right type, designing it for clarity and impact, and using it for interactive learning. Skip to main content ...

The gold standard of active learning is stacks that are fully iterative pipelines. Every component is run with respect to optimizing the performance of the downstream model: data selection ...