Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Don't Believe Everything You Hear; Preserving Relevant Information by
  Discarding Social Information   Integrating information gained by observing others via Social Bayesian
Learning can be beneficial for an agent's performance, but can also enable
population wide information cascades that perpetuate false beliefs through the
agent population. We show how agents can influence the observation network by
changing their probability of observing others, and demonstrate the existence
of a population-wide equilibrium, where the advantages and disadvantages of the
Social Bayesian update are balanced. We also use the formalism of relevant
information to illustrate how negative information cascades are characterized
by processing increasing amounts of non-relevant information.

37
The categories of this paper are: supr-con
26
The categories of this paper are: bayes-an
34
The categories of this paper are: chem-ph
14
The categories of this paper are: math-ph
31
The categories of this paper are: ao-sci
25
The categories of this paper are: patt-sol
20
The categories of this paper are: acc-phys
32
The categories of this paper are: atom-ph
13
The categories of this paper are: quant-ph
30
The categories of this paper are: q-alg
8
The categories of this paper are: hep-ex
17
The categories of this paper are: q-fin
21
The categories of this paper are: adap-org
23
The categories of this paper are: solv-int
11
The categories of this paper are: hep-lat
5
The categories of this paper are: gr-qc