The Principles of Interpretability

How to Derive Principles of Interpretability Logic A Toolkit

In this paper, we develop a toolkit to derive principles for the interpetability logic of all reasonable theories by fine-tuning ILM and ILP proofs.

The formalization of Interpretability

The interpretability logic ILF ∗

In this paper we determine a characteristic class of ILsetframes for the principle F. Then we prove that the principle P is not provable in the system ILF. We use a generalized Veltman model.

The Mythos of Model Interpretability

Supervised machine learning models boast remarkable predictive capabilities. But can you trust your model? Will it work in deployment? What else can it tell you about the world? We want models to be not only good, but interpretable. And yet the task of interpretation appears underspecified. Papers provide diverse and sometimes non-overlapping motivations for interpretability, and offer myriad n...

the effect of taftan pozzolan on the compressive strength of concrete in the environmental conditions of oman sea (chabahar port)

cement is an essential ingredient in the concrete buildings. for production of cement considerable amount of fossil fuel and electrical energy is consumed. on the other hand for generating one tone of portland cement, nearly one ton of carbon dioxide is released. it shows that 7 percent of the total released carbon dioxide in the world relates to the cement industry. considering ecological issu...