Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Algorithms with Predictions   We introduce algorithms that use predictions from machine learning applied to
the input to circumvent worst-case analysis. We aim for algorithms that have
near optimal performance when these predictions are good, but recover the
prediction-less worst case behavior when the predictions have large errors.

23
The categories of this paper are: solv-int
19
The categories of this paper are: eess
15
The categories of this paper are: nucl-ex
17
The categories of this paper are: q-fin
6
The categories of this paper are: astro-ph
18
The categories of this paper are: econ
29
The categories of this paper are: funct-an
27
The categories of this paper are: comp-gas
7
The categories of this paper are: hep-th
31
The categories of this paper are: ao-sci
24
The categories of this paper are: dg-ga
2
The categories of this paper are: math
34
The categories of this paper are: chem-ph
9
The categories of this paper are: nlin
33
The categories of this paper are: plasm-ph
11
The categories of this paper are: hep-lat