In memory of Mihai Pătraşcu Written by Rasmus Pagh, Rina Panigrahy, Kunal Talwar and Udi Wieder Reductions are arguably at the heart of complexity theory. They show that one problem is at least as hard as another. Finding reductions often requires creativity and considerable technical skill; some reductions seem as if they were pulled from thin air. The most difficult … Continue reading The Art of Reductions
Balls and Bins on Graphs
"Balls and Bins?", you ask, "Is there anything left to prove there?" Surprisingly, there are really natural questions that are open. Today I want to talk about one such question. First a quick primer. Balls and Bins processes model randomized allocations processes, used in hashing or more general load balancing schemes. Suppose that I have … Continue reading Balls and Bins on Graphs
“Just a Spoonful of Sugar …”
Tim Roughgarden sent me the following email. I found this idea so refreshing that I thought I should share more widely. Well done PC! -------------------------------------------------------------------------------- PC meetings are typically all work and no play. But the FOCS '12 PC, in an act of rebellion, has decided to spend a day disucssing their own results, before … Continue reading “Just a Spoonful of Sugar …”
Rigged Lottery, Bible Codes, and Spinning Globes: What Would Kolmogorov Say?
Assume you have learned that the winning numbers in the state lottery are 1, 2, 3, 4, 5, and 6. Would you suspect that the drawing is faulty? You very well may, but why? After all, the probability of this sequence is no smaller than the probability of 9, 15, 21, 40, 54 and 11 … Continue reading Rigged Lottery, Bible Codes, and Spinning Globes: What Would Kolmogorov Say?
Privacy-Preserving Data Analysis and Computational Learning: A Match made in Heaven
Is it “safe” to release aggregate statistics from a database of sensitive information on individuals? Evidence suggests that even seemingly innocuous statistical releases can fatally compromise an individual’s privacy, especially in the presence of auxiliary information about the individual (see this paper by Homer et al. for a recent example). How might we then get … Continue reading Privacy-Preserving Data Analysis and Computational Learning: A Match made in Heaven
Factoring RSA Moduli. Part II.
Part II. For Part I see here. Having largely reproduced the main results of the Lenstra et al. paper, the next research question became identifying the root cause or causes of this vulnerability. There was no shortage of explanations put forward shortly after the paper was released, and we were able to critically examine some of … Continue reading Factoring RSA Moduli. Part II.
Factoring RSA Moduli. Part I.
In my first post on this blog I would like to expand its range of topics to applied cryptography and share some interesting new findings that so far have not been reported anywhere else except a Eurocrypt'12 rump session talk. On Valentine's Day earlier this year, the paper with a somewhat enigmatic title ``Ron was … Continue reading Factoring RSA Moduli. Part I.
When did Majority become the stablest? (Part 2)
The first question we'd like to answer is this: which is the monotone, balanced, transitive Boolean function which is least sensitive to bit-flips? We know that Majority is the worst possible with $latex NS( Maj) = \Theta(1/\sqrt{n})$. The new champion turns out to be the Tribes function first studied by Ben-Or and Linial. $latex Tribes_{s,w}$ … Continue reading When did Majority become the stablest? (Part 2)
When did Majority become the stablest?
The fireworks happening over at Ryan O'Donnell's blog reminded me of something that always puzzles me: Is Majority the Stablest? Or the Unstablest? Consider the class of all monotone, balanced Boolean functions $latex f:\{-1,1\}^n \rightarrow \{-1,1\}$. We define the noise sensitivity $latex NS(f)$ of a function $latex f$ as $latex NS(f) = P_{x,e}[f(x) \neq f( … Continue reading When did Majority become the stablest?
Aleksander Madry and David Steurer win ACM honorable mention
Every year the ACM gives out an award for the best doctoral dissertation, as well as up to 3 honorable mentions. This year, both honorable mentions were given to CS theorists: Aleksander Madry and David Steurer (the dissertation award was given to Seth Cooper for his work on protein folding games). Both Aleksander's and David's … Continue reading Aleksander Madry and David Steurer win ACM honorable mention