UTCS Colloquium/ACT Seminar:Anup Rao/University of Washington and Princeton University: "Direct Sums in Randomized Communication Complexity," ACES 2.402, Friday, October 16, 2009 11:00 a.m.
Type of Talk: UTCS Colloquium/ ACT Seminar
Speaker/Aff
illiation: Anup Rao/University of Washington and Princeton University
Date/Time: Friday, October 16, 2009 11:00 a.m.
Locat
ion: ACES 2.402
Host: David Zuckerman
Talk Title: "
;Direct Sums in Randomized Communication Complexity"
Talk Abstr
act:
Is computing multiple copies of a function harder than co
mputing a
single copy? In this work, we give the first non-trivial an
swer to
this question for the model of randomized communication comple
xity.
Ignoring log factors, we prove that:
1. Comput
ing n copies of a function requires sqrt{n} times the communication.
2. For average case complexity, given any distribution mu on i
nputs,
computing n copies of the function on n independent inputs sam
pled
according to mu requires at least sqrt{n} times the
communication
for computing one copy.
3. If mu is a produc
t distribution, computing n copies on n
independent inputs sampled ac
cording to mu requires n times the
communication.
We also s
tudy the complexity of computing the parity of n evaluations
of f, an
d obtain results analogous to those above.
Our results are obtai
ned by designing compression schemes for
communication protocols that
can be used to compress the communication
in a protocol that does not
transmit a lot of information about its
inputs.
This is joi
nt work with Boaz Barak, Mark Braverman and Xi Chen.
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