2021年3月2日 · Strategic classification regards the problem of learning in settings where users can strategically modify their features to improve outcomes. This setting applies broadly and has …

Strategic classification has so far been mostly studied under a theoreti-cal lens; our work takes a first step towards making learning practical, with the aim of promoting discussion amongst practitioners, …

Here we argue for a broader perspective on what constitutes strategic behavior in classification. Towards this goal, we propose and study the novel prob-lem of generalized strategic classification …

2026年3月24日 · Taxonomy, in a broad sense the science of classification, but more strictly the classification of living and extinct organisms. The internationally accepted taxonomic nomenclature is …

Authentic Strategies Classification strategy that results in natural groups, is based on extensive study of the object, and resulting classification allows some predictivity regarding the group's members. Crime …

Abstract As predictive models are deployed into the real world, they must increasingly contend with strategic behavior. A growing body of work on strategic classification treats this problem as a …

Result is a practical classification that brings order to diversity- Example: humans classified according to the last name in a phone book constitute artificial groups Authentic Strategy- Classification following …

An authentic classification strategy is one in which the classifier is based on real-world data. For example, a synthetic classification strategy might involve a computer program that looks at a set of …

Recipes, food labels, bus and train schedules, menus, and price tags and product descriptions This month in the Teacher’s Corner, we will discuss different types of authentic materials and the benefits …