Summary

Summary

• Decision theory is a unified framework for
  • Thinking about problems of machine learning
  • Designing machine learning approaches that can be expected to work well
  • Analyzing behavior of machine learning algorithms
• Machine learning problems are often formulated as inference problems
• It may be fruitful to think about machine learning as an attempt to find a high-utility representation

Previous slide

Back to the first slide

View Graphic Version