7 papers
Rank-1-perturbed trickledown theorems: Mixing time of Glauber dynamics for the Sherrington-Kirkpatrick model up to
Mathews Boban, Anqi Li, Shayan Oveis Gharan
We introduce a new family of trickledown theorems, a.k.a., local to global technique to bound the spectral gap of the Glauber dynamics for multi-state spin systems. In this techniq…
On Thin Perfect Matchings up to Polylogarithmic Factors
Alireza Haqi, Shayan Oveis Gharan
We resolve the thin matching problem proposed by Anari, Charikar and Ramakrishnan [ACR23] up to polylogarithmic factors. Given a fractional perfect matching , we say a perfect m…
High-Dimensional Expanders, the Sparsest Cut Problem, and Steurer's Conjecture
Farzam Ebrahimnejad, Shayan Oveis Gharan
In 2010, Steurer conjectured that any family of unit-norm vectors with polynomially small average correlation $\mathbb{E}_{i,j}|\langle v_i,v_j\rangle|\leq n^{-…
Trickle-down Theorems via C-Lorentzian Polynomials II: Pairwise Spectral Influence and Improved Dobrushin's Condition
Jonathan Leake, Shayan Oveis Gharan
Let be a probability distribution on a multi-state spin system on a set of sites; equivalently, a -partite simplicial complex with distribution on maximal faces. For…
Optimal Trickle-Down Theorems for Path Complexes via C-Lorentzian Polynomials with Applications to Sampling and Log-Concave Sequences
Jonathan Leake, Kasper Lindberg, Shayan Oveis Gharan
Let be a -partite -dimensional simplicial complex with parts and let be a distribution on the facets of . Informally, we say is a path comp…
Unweighted One-Sided Code Sparsifiers and Thin Subgraphs
Shayan Oveis Gharan, Arvin Sahami
For a linear code and , call a set an (unweighted) one-sided -sparsifier of if for all $c \in…
On approximability of the Permanent of PSD matrices
Farzam Ebrahimnejad, Ansh Nagda, Shayan Oveis Gharan
We study the complexity of approximating the permanent of a positive semidefinite matrix . 1. We design a new approximation algorithm for $\mathrm{per}…