M Erwig, P Kumar - Journal of Functional Programming, 2021 - cambridge.org
In this paper, we present a method for explaining the results produced by dynamic programming (DP) algorithms. Our approach is based on retaining a granular representation …
S Fehrenbach, J Cheney - … of the 18th International Symposium on …, 2016 - dl.acm.org
Provenance, or information about the origin or derivation of data, is important for assessing the trustworthiness of data and identifying and correcting mistakes. Most prior …
Program traces are a widely used representation for explaining the dynamic behavior of programs. They help to make sense of computations and also support the location and …
D Bajaj, M Erwig, D Fedorin, K Gay - … 2021, Chicago, IL, USA, October 17 …, 2021 - Springer
Program traces are a sound basis for explaining the dynamic behavior of programs. Alas, program traces can grow big very quickly, even for small programs, which diminishes their …
M Erwig, P Kumar - Journal of Computer Languages, 2024 - Elsevier
We introduce a representation for generating explanations for the outcomes of combinatorial optimization algorithms. The two key ideas are (A) to maintain fine-grained representations …
We present new language-based dynamic analysis techniques for linking visualisations and other structured outputs to data in a fine-grained way, allowing users to explore how data …
S Fehrenbach, J Cheney - Proceedings of the 17th ACM SIGPLAN …, 2019 - dl.acm.org
Language-integrated provenance builds on language-integrated query techniques to make provenance information explaining query results readily available to programmers. In …
M Erwig, P Kumar - Proceedings of the 20th ACM SIGPLAN International …, 2021 - dl.acm.org
MADMAX is a Haskell-embedded DSL for multi-attribute, multi-layered decision making. An important feature of this DSL is the ability to generate explanations of why a computed …
Live programming provides feedback on run-time behavior by visualizing concrete values of expressions close to the source code. When using such a local perspective on run-time …