Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Foliated View of Transfer Learning   Transfer learning considers a learning process where a new task is solved by
transferring relevant knowledge from known solutions to related tasks. While
this has been studied experimentally, there lacks a foundational description of
the transfer learning problem that exposes what related tasks are, and how they
can be exploited. In this work, we present a definition for relatedness between
tasks and identify foliations as a mathematical framework to represent such
relationships.

14
The categories of this paper are: math-ph
37
The categories of this paper are: supr-con
11
The categories of this paper are: hep-lat
24
The categories of this paper are: dg-ga
7
The categories of this paper are: hep-th
27
The categories of this paper are: comp-gas
19
The categories of this paper are: eess
9
The categories of this paper are: nlin
28
The categories of this paper are: alg-geom
32
The categories of this paper are: atom-ph
21
The categories of this paper are: adap-org
0
The categories of this paper are: hep-ph
26
The categories of this paper are: bayes-an
35
The categories of this paper are: mtrl-th
31
The categories of this paper are: ao-sci
33
The categories of this paper are: plasm-ph