Reza Gheissari

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Markov Chain Monte Carlo

Top Venues

Random Struct. Algorithms

Publications

Antonio Blanca, Reza Gheissari, Xusheng Zhang
Mean-field Potts and random-cluster dynamics from high-entropy initializations. CoRR (2024)
Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath
High-dimensional SGD aligns with emerging outlier eigenspaces. ICLR (2024)
Reza Gheissari, Alistair Sinclair
Spatial mixing and the random-cluster dynamics on lattices. Random Struct. Algorithms 64 (2) (2024)
Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath
High-dimensional SGD aligns with emerging outlier eigenspaces. CoRR (2023)
Ahmed El Alaoui, Ronen Eldan, Reza Gheissari, Arianna Piana
Fast relaxation of the random field Ising dynamics. CoRR (2023)
Reza Gheissari, Alistair Sinclair
Spatial mixing and the random-cluster dynamics on lattices. SODA (2023)
Antonio Blanca, Reza Gheissari
On the tractability of sampling from the Potts model at low temperatures via Swendsen-Wang dynamics. CoRR (2023)
Reza Gheissari, Aukosh Jagannath, Yiming Xu
Finding planted cliques using Markov chain Monte Carlo. CoRR (2023)
Antonio Blanca, Reza Gheissari
Sampling from the Potts model at low temperatures via Swendsen-Wang dynamics. FOCS (2023)
Reza Gheissari, Alistair Sinclair
Low-temperature Ising dynamics with random initializations. STOC (2022)
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling. NeurIPS (2022)
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling. CoRR (2022)
Antonio Blanca, Reza Gheissari
Sampling from Potts on Random Graphs of Unbounded Degree via Random-Cluster Dynamics. APPROX/RANDOM (2022)
Antonio Blanca, Reza Gheissari
Sampling from Potts on random graphs of unbounded degree via random-cluster dynamics. CoRR (2021)
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
Online stochastic gradient descent on non-convex losses from high-dimensional inference. J. Mach. Learn. Res. 22 (2021)
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
A classification for the performance of online SGD for high-dimensional inference. CoRR (2020)
Reza Gheissari, Eyal Lubetzky
Quasi-polynomial mixing of critical two-dimensional random cluster models. Random Struct. Algorithms 56 (2) (2020)
Antonio Blanca, Reza Gheissari
Random-cluster dynamics on random graphs in tree uniqueness. CoRR (2020)
Antonio Blanca, Reza Gheissari, Eric Vigoda
: Rapid Mixing with General Boundary Conditions. APPROX-RANDOM (2019)
Reza Gheissari, Eyal Lubetzky, Yuval Peres
Exponentially slow mixing in the mean-field Swendsen-Wang dynamics. SODA (2018)
Burkhard Englert, Reza Gheissari
Multivalued and Deterministic Peer-to-Peer Polling in Social Networks with Reputation Conscious Participants. TrustCom/ISPA/IUCC (2013)