Learn about the common examples of hasty generalization fallacies, how they can impair your creative problem solving, and how to prevent them with critical thinking and evidence.

Second, given that sphericity is an unrealistic assumption in generalization research (see the third point in Section on Repeated Measures Analysis-of-Variance) we will to test how well Mauchly's ...

Generalizations in medical research. In previous work in the ethics of health communication, ... Very often, they converted non-generic claims into generics, for example, shifting from “the treatment ...

In medical research, precision matters. But both humans and machines tend to overgeneralize the results of health studies, saying more than what the data allows. Medicine’s over-generalization ...

In this paper, we present CoFe, a test suite to investigate in-context compositional generalization. We find that the compositional generalization performance can be easily affected by the selection ...

A generalization is a working hypothesis, typically expressed in the form of cause-effect relations. Generalizations decay because a) it is difficult to identify appropriate cause-effect relations and ...

In domain generalization (DG), most existing methods aspire to fine-tune a specific pretrained model through novel DG algorithms. In this paper, we propose an alternative direction, i.e., to ...

If you find this repository useful or happen to use it in a research paper, please cite our work with the following bib information. @article{ju2023generalization, title={Generalization in Graph ...