We identify two important features to enhance the design of communication protocols specified in the pi-calculus, that are linear and static channels, and present a compiler, named GoPi, that maps high level sp
In particular, the ACOPF [1], [2] analysis, which is at the core of economic dispatch, has become computationally more demanding, pushing the limits of existing tools. New heterogeneous computing technologies utilizing GPUs, provide affordable high-density computational power that can address ...
We demonstrate that several algorithmic transformations, traditionally hand-tuned by DSP experts, can be completely automated by the compiler. First, we present a linear extraction analysis that automatically detects linear filters from the C-like code in their work function. Then, we give a procedur...
Together with the declarative nature of the resulting relational mathematical programming approach to AI, one should investigate program analysis approaches to automate problem decomposition at a lifted level. If symmetries could be detected and exploited efficiently in other mathematical programs, too, ...
The non-batch solvers can now take in a lambda function instead of requiring a class variable as it's input. This design change does result in some minor breaking changes from versions of the code before v0.4.0. Mainly in that the dimension of the system must now be passed in as templa...
with `EscapeInfo`-like lattice design. [^MM02]: _A Graph-Free approach to Data-Flow Analysis_. Markas Mohnen, 2002, April. <https://api.semanticscholar.org/CorpusID:28519618>. [^BackandForth]: Our type inference algorithm in contrast is implemented as a forward analysis, ...
The ML Kit [15] uses a storage-mode analysis to determine when it is safe to deallocate data in a region (known as region resetting) prior to the deallocation of the region itself. The safety of the storage-mode analysis has not been established formally. Aiken et al. [16] eliminate ...
Complexity in fitting Linear Mixed Models Linear mixed-effects models are increasingly used for the analysis of data from experiments in fields like psychology where several subjects are each exposed to each of several different items. In addition to a response, which here will be assumed to be ...
What is taxonomy in computer science? How is coding done in content analysis? How is big data related to business intelligence? What is a neural network in artificial intelligence? How is artificial intelligence programmed? Why do digital computers use binary numbers for their operation?
. If the graphGis clear from the context we will simply writeδ(u,v). Thedilationof a pair of points istifδ(u,v)≤t⋅|uv|. A graphGhas dilationtiftis an upper bound for the dilations of all pairs of points. In this case we say thatGis at-spanner. To simplify the analysis,...