Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Verifying a Minimalist Reverse-Mode AD Library   By exploiting a number of relatively subtle programming language features,
including dynamically-allocated mutable state, first-class functions, and
effect handlers, reverse-mode automatic differentiation can be implemented as a
library. One outstanding question, however, is: with which logical tools can
one specify what this code is expected to compute and verify that it behaves as
expected? We answer this question by using a modern variant of Separation Logic
to specify and verify a minimalist (but concise and elegant) reverse-mode
automatic differentiation library. We view this result as an advanced exercise
in program verification, with potential future applications to more realistic
automatic differentiation systems.

25
The categories of this paper are: patt-sol
14
The categories of this paper are: math-ph
35
The categories of this paper are: mtrl-th
7
The categories of this paper are: hep-th
6
The categories of this paper are: astro-ph
10
The categories of this paper are: q-bio
8
The categories of this paper are: hep-ex
20
The categories of this paper are: acc-phys
2
The categories of this paper are: math
13
The categories of this paper are: quant-ph
3
The categories of this paper are: physics
36
The categories of this paper are: cmp-lg
34
The categories of this paper are: chem-ph
12
The categories of this paper are: nucl-th
37
The categories of this paper are: supr-con
21
The categories of this paper are: adap-org