# Selective Inference

Jump to navigation
Jump to search

**See:** Selective, Inference, Transductive Inference, Empirical Inference, Inductive Inference.

## References

### 2015

- (Taylor & Tibshirani, 2015) ⇒ Jonathan Taylor, and Robert J. Tibshirani. (2015). “Statistical Learning and Selective Inference." Proceedings of the National Academy of Sciences 112, no. 25

### 2000

- Vladimir N. Vapnik. (2000). “COLT interview
*. http://www.learningtheory.org/index.php?view=article&id=9*- QUOTE: My current research interest is to develop advanced models of
**empirical inference**. I think that the problem of machine learning is not just a technical problem. It is a general problem of philosophy of empirical inference. One of the ways for inference is induction. The main philosophy of inference developed in the past strongly connected the**empirical inference**to the inductive learning process. I believe that induction is a rather restrictive model of learning and I am trying to develop more advanced models. First, I am trying to develop non-inductive methods of inference, such as**transductive inference**, selective inference, and many other options. Second, I am trying to introduce non-classical ways of inference.

- QUOTE: My current research interest is to develop advanced models of