SVD perspectives for augmenting DeepONet flexibility and interpretability

IntersectionExplorer: the Flexibility of Multiple Perspectives

Recommender systems are currently an ubiquitous presence on the web, helping us €nd relevant items in the ever-growing plethora of information available. However, there is not a one-size €ts-all for recommender systems, and ƒexibility and control are crucial for enabling the possibility of adapting the recommender system to di‚erent user preferences. In this paper, we present the results of a s...

Flexibility in Strategic Decision Making: Informational and Ideological Perspectives*

Adaptation is a crucial challenge for organizations, and an important theme in the strategy and organization theory literature. We still have much to learn, however, about the strategic processes by which adaptation is achieved. In this paper we focus on a basic element in the adaptation process, i.e. ̄exibility within the strategic decision-making process. We concentrate on strategic decisions...

Phases and Interpretability

We adopt a theory of relativisation based on the idea that relatives, like wh-constructions in the analysis of Chomsky (1998), require two sorts of features to construct their LF-interpretation. We argue that it is the variable interpetability of these features that gives rise to different syntactic patterns. We use this theory to provide an explanation for some curious syntactic facts found in...

Improved Interpretability and Generalisation for Deep Learning

Modal Matters for Interpretability Logics

This paper is the first in a series of three related papers on modal methods in interpretability logics and applications. In this first paper the fundaments are laid for later results. These fundaments consist of a thorough treatment of a construction method to obtain modal models. This construction method is used to reprove some known results in the area of interpretability like the modal comp...