conftrace_

state evolution

15 papers

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Also known as

SE

Co-occurring keywords

approximate message passing (39) generalized linear model (138) high-dimensional regression (142) high-dimensional estimation (43) spectral method (204) asymptotic analysis (86) expectation maximization (255) compressed sensing (201) generative model (2892) regret bound (1926)

Papers

Inferring Change Points in High-Dimensional Regression via Approximate Message Passing JMLR 2025
Bridging Geometric States via Geometric Diffusion Bridge NIPS 2024
Tree-AMP: Compositional Inference with Tree Approximate Message Passing JMLR 2023
Mixed Regression via Approximate Message Passing JMLR 2023
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model NIPS 2023
Mixed Linear Regression via Approximate Message Passing AISTATS 2023
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing ICML 2022
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap NIPS 2022
Multi-layer State Evolution Under Random Convolutional Design NIPS 2022
An Asymptotic Rate for the LASSO Loss AISTATS 2020
Online learning with dynamics: A minimax perspective NIPS 2020
Generalized Approximate Survey Propagation for High-Dimensional Estimation ICML 2019
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing NIPS 2019
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems NIPS 2017
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning NIPS 2012