申请试用
HOT
登录
注册
 
Interpretable AI: Not Just For Regulators

Interpretable AI: Not Just For Regulators

Spark开源社区
/
发布于
/
8334
人观看
Machine learning systems are used today to make life-altering decisions about employment, bail, parole, and lending. Moreover, the scope of decisions delegated to machine learning systems seems likely only to expand in the future. Unfortunately serious discrimination, privacy, and even accuracy concerns can be raised about these systems. Many researchers and practitioners are tackling disparate impact, inaccuracy, privacy issues, and security problems with a number of brilliant, but often siloed, approaches. This presentation illustrates how to combine innovations from several sub-disciplines of machine learning research to train explainable, fair, trustable, and accurate predictive modeling systems. Together these techniques create a new and truly human-centered type of machine learning suitable for use in business- and life-critical decision support.
0 点赞
0 收藏
1下载
确认
3秒后跳转登录页面
去登陆