Good quantum LDPC codes with linear time decoders

I Dinur, MH Hsieh, TC Lin, T Vidick - … of the 55th annual ACM symposium …, 2023 - dl.acm.org
We construct a new explicit family of good quantum low-density parity-check codes which
additionally have linear time decoders. Our codes are based on a three-term chain (2 m× m) …

Localization schemes: A framework for proving mixing bounds for Markov chains

Y Chen, R Eldan - 2022 IEEE 63rd Annual Symposium on …, 2022 - ieeexplore.ieee.org
Two recent and seemingly-unrelated techniques for proving mixing bounds for Markov
chains are:(i) the framework of Spectral Independence, introduced by Anari, Liu and Oveis …

Optimal mixing of Glauber dynamics: Entropy factorization via high-dimensional expansion

Z Chen, K Liu, E Vigoda - Proceedings of the 53rd Annual ACM SIGACT …, 2021 - dl.acm.org
We prove an optimal mixing time bound for the single-site update Markov chain known as
the Glauber dynamics or Gibbs sampling in a variety of settings. Our work presents an …

On Mixing of Markov Chains: Coupling, Spectral Independence, and Entropy Factorization∗

A Blanca, P Caputo, Z Chen, D Parisi… - Proceedings of the 2022 …, 2022 - SIAM
For general spin systems, we prove that a contractive coupling for an arbitrary local Markov
chain implies optimal bounds on the mixing time and the modified log-Sobolev constant for a …

Log-concave polynomials II: high-dimensional walks and an FPRAS for counting bases of a matroid

N Anari, K Liu, SO Gharan, C Vinzant - … of the 51st Annual ACM SIGACT …, 2019 - dl.acm.org
We design an FPRAS to count the number of bases of any matroid given by an independent
set oracle, and to estimate the partition function of the random cluster model of any matroid …

Rapid mixing of Glauber dynamics up to uniqueness via contraction

Z Chen, K Liu, E Vigoda - SIAM Journal on Computing, 2023 - SIAM
For general antiferromagnetic 2-spin systems, including the hardcore model on weighted
independent sets and the antiferromagnetic Ising model, there is an for the partition function …

Entropic independence: optimal mixing of down-up random walks

N Anari, V Jain, F Koehler, HT Pham… - Proceedings of the 54th …, 2022 - dl.acm.org
We introduce a notion called entropic independence that is an entropic analog of spectral
notions of high-dimensional expansion. Informally, entropic independence of a background …

Rapid mixing from spectral independence beyond the Boolean domain

W Feng, H Guo, Y Yin, C Zhang - ACM Transactions on Algorithms …, 2022 - dl.acm.org
We extend the notion of spectral independence (introduced by Anari, Liu, and Oveis
Gharan) from the Boolean domain to general discrete domains. This property characterises …

Rapid mixing for colorings via spectral independence

Z Chen, A Galanis, D Štefankovič, E Vigoda - Proceedings of the 2021 ACM …, 2021 - SIAM
The spectral independence approach of Anari et al.(2020) utilized recent results on high-
dimensional expanders of Alev and Lau (2020) and established rapid mixing of the Glauber …

Fractionally log-concave and sector-stable polynomials: counting planar matchings and more

Y Alimohammadi, N Anari, K Shiragur… - Proceedings of the 53rd …, 2021 - dl.acm.org
We show fully polynomial time randomized approximation schemes (FPRAS) for counting
matchings of a given size, or more generally sampling/counting monomer-dimer systems in …