[Busec] Fwd: PhD defense by Colin Zheng: Tuesday 7/23 at Harvard
Leonid Reyzin
reyzin at cs.bu.edu
Thu Jul 18 17:54:13 EDT 2013
---------- Forwarded message ----------
From: "Vadhan, Salil P." <salil at seas.harvard.edu>
Date: Jul 18, 2013 12:02 PM
Subject: PhD defense by Colin Zheng: Tuesday 7/23
To: "theory-seminars at eecs.harvard.edu" <theory-seminars at eecs.harvard.edu>
Cc:
Title: A Uniform Min-Max Theorem and Characterizations of Computational
Randomness
Speaker: Colin Jia Zheng
Time: Tuesday, July 23, 1:30-3pm
Place: Pierce 209
Abstract:
In the first half of the talk, I will present a new, more constructive
proof of von Neumann's Min-Max Theorem for two-player zero-sum game,
extending previous work of Freund and Schapire. This extension enables a
number of applications in cryptography and complexity theory, often
yielding uniform security versions of results that were previously only
proved for nonuniform security (due to use of the non-constructive
Min-Max Theorem), and with optimal parameters. I will describe several of
the applications.
In the second half, I will show a new characterization of notions of
computational randomness in terms of notions of computational hardness.
Given any ``nice'' function H on distributions (e.g. the entropy
function), and any joint distribution (X,B) where B takes values in a
polynomial-sized set, we show that (X,B) is computationally
indistinguishable to some joint distribution (X,C) with H(C|X) > H(B|X), if
and only if there is no poly-sized circuit S that samples a distribution
S(X) ``close'' to B. Using the Uniform Min-Max Theorem we also obtain
characterizations w.r.t. uniform algorithms S.
As an application of the characterization, letting H be the (Shannon)
entropy function provides a simple construction of ``next-bit
pseudoentropy'' from one-way functions. Plugging this into the
construction of pseudorandom generators by Haitner, Reingold, and Vadhan,
this yields a simpler construction of pseudorandom generators from one-way
functions. With an additional idea, we also show how to improve the seed
length of the pseudorandom generator to $\tilde{O}(n^3)$, compared
to $\tilde{O}(n^4)$ in the construction of Haitner et al.
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