researcher

A. Montanari

193 papers hereh-index 8127.1k citations316 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

sole author12
first author41
middle author53
last author86

Across the 192 of 193 papers where every author was matched, so the position is known.

fields

cs.IT37
math.ST34
math.PR23
stat.ML23
cs.LG15
cond-mat.stat-mech11

same name

A. Montanari — 130 papers
A. Montanari — 102 papers, h 100
A. Montanari — 31 papers
A. Montanari — 29 papers, h 31
A. Montanari — 21 papers, h 13
A. Montanari — 19 papers, h 9

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

19972026

most citedMessage Passing Algorithms for Compressed Sensing

2.5k citations · 10k across the 171 of their papers we have counts for

collaborators

Showing 2021 · math.PRShow all

2 papers · 2 filters

math.PR2021★ 15 cited

The high-dimensional asymptotics of first order methods with random data

Michael Celentano, Chen Cheng, Andrea Montanari

We study a class of deterministic flows in $R^{d \times k}$ , parametrized by a random matrix $X \in R^{n \times d}$ with i.i.d. centered subgaussian…

math.PR2021

Local algorithms for Maximum Cut and Minimum Bisection on locally treelike regular graphs of large degree

Ahmed El Alaoui, Andrea Montanari, Mark Sellke

Given a graph $G$ of degree $k$ over $n$ vertices, we consider the problem of computing a near maximum cut or a near minimum bisection in polynomial time. For graphs of girth $2 L$ ,…