Campuses:

Points, Lines and Ranks of Design Matrices<br><em>Introduced by: Bill Steiger</em>

Thursday, November 29, 2012 - 9:00am - 10:00am
Keller 3-180
Avi Wigderson (Institute for Advanced Study)
The Sylvester-Gallai theorem in Euclidean geometry asserts that if a set of points has the property that every line through two of them contains a third point (such lines are called special), then they must all be on the same line, namely, 1-dimensional. There are many proofs, all elementary. When one moves to the complex numbers the same condition can be met in two dimensions, and Kelly's theorem asserts that the points mus lie in a 2-dimensional space. The first proof used algebraic geometry, and a later more elementary proof of this fact is still quite complicated.

We prove several extensions and quantitative versions of these theorems (and related ones), in which the assumption is relaxed to having many special lines in the given point set (but not all), still imply a constant upper bound on the dimension of the point set. We also address robust versions in which triples of points are nearly collinear - here we infer that all points are close to a low dimensional subspace. These relaxations are motivated from questions about locally correctable codes, matrix rigidity, arithmetic combinatorics and more.

Our results are obtained via general, tight rank lower bounds on matrices about with certain zero/non-zero pattern of entries.
The proofs use an interesting combination of combinatorial, algebraic and analytic tools. In particular, they supply a simple new proof of Kelly's theorem.

Based on several joint works with Albert Ai, Boaz Barak, Zeev Dvir, Shubhangi Saraf and Amir Yehudayoff.
MSC Code: 
05Bxx
Keywords: