2 citations · 2 across the 3 of their papers we have counts for
3 papers
math.ST2024★ 2 cited
High-dimensional logistic regression with missing data: Imputation, regularization, and universality
Kabir Aladin Verchand, Andrea Montanari
We study high-dimensional, ridge-regularized logistic regression in a setting in which the covariates may be missing or corrupted by additive noise. When both the covariates and th…
stat.ME2024
Provably Efficient Posterior Sampling for Sparse Linear Regression via Measure Decomposition
Andrea Montanari, Yuchen Wu
We consider the problem of sampling from the posterior distribution of a -dimensional coefficient vector , given linear observations $\boldsymbol{y} = \boldsymbol{…
cond-mat.dis-nn2024
Optimization of random cost functions and statistical physics
Andrea Montanari
This is the text of my report presented at the 29th Solvay Conference on Physics on `The Structure and Dynamics of Disordered Systems' held in Bruxelles from October 19 to 21, 2023…