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- | p | + | ---- dataentry seminar ---- |
+ | date_dt : 2011-08-31 | ||
+ | title : Pseudorandomness for DNF formulas | ||
+ | speaker : Dr. Omid Etesami | ||
+ | affiliation : ALGO - EPFL | ||
+ | time : 16h15 | ||
+ | room : BC 129 | ||
+ | table : seminars | ||
+ | =================== | ||
+ | template:datatemplates:seminar | ||
+ | ----------------------- | ||
+ | |||
+ | |||
+ | ==== abstract ==== | ||
+ | A pseudorandom generator takes a short binary string called the seed | ||
+ | as input and generates a longer pseudorandom binary string. This talk | ||
+ | is concerned with minimizing the seed-length while the output of the | ||
+ | generator remains pseudorandom to DNF (Disjunctive normal form)/CNF | ||
+ | (Conjunctive normal form) formulas, i.e. these formulas cannot | ||
+ | distinguish the output of the generator from a truly random string. | ||
+ | This problem is a natural problem before the more ambitious goal of | ||
+ | derandomization of all randomized algorithms. | ||
+ | |||
+ | I will describe how to obtain the best known seed-lengths using bit | ||
+ | strings having a pseudorandom probability distribution called | ||
+ | "epsilon-bias distributions". This work is built on previous work by | ||
+ | Bazzi and Razborov. If time permits, I may also describe some optimal | ||
+ | seed-lengths for a special class of DNF formulas, called read-once, | ||
+ | and also the work on the so-called read-k formulas by Klivans, Lee, | ||
+ | Wan. | ||
+ | |||
+ | If time permits, I shall also describe the limits of using | ||
+ | epsilon-bias distributions for pseudorandomness for DNF formulas, | ||
+ | showing that some of our results make an almost tight use. I will also | ||
+ | talk about the circuit lower bound implications of these pseudorandom | ||
+ | generators. | ||
+ | |||
+ | Joint work with Anindya De, Luca Trevisan, Madhur Tulsiani. |