state evolution

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