Concepedia

Andrea Montanari

AM

203

Publications

18.4K

Citations

64

H-Index

2000

Active since

Affiliations

Stanford University(Current)

Laboratoire de Physique Théorique

École Normale Supérieure - PSL

École Polytechnique Fédérale de Lausanne

University of California, Berkeley

Andrea Montanari is an author at Stanford University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceSignal ProcessingApproximation TheoryStatistical InferenceComputational ComplexityMachine LearningStatisticsProbability

Publications per year

2000–2024

203

Publications

203

Message-passing algorithms for compressed sensing

David L. Donoho, Arian Maleki, Andrea Montanari · Proceedings of the National Academy of Sciences · 2009 · 2.4K citations · Full text

Matrix Completion From a Few Entries

Raghunandan H. Keshavan, Andrea Montanari, Sewoong Oh · IEEE Transactions on Information Theory · 2010 · 1K citations

Confidence Intervals and Hypothesis Testing for High-Dimensional Regression

Adel Javanmard, Andrea Montanari · arXiv (Cornell University) · 2013 · 689 citations · Full text

Parameter Estimation, Engineering, High-dimensional Method +12

Matrix completion from a few entries

Raghunandan H. Keshavan, Sewoong Oh, Andrea Montanari · 2009 · 649 citations

Mathematical Programming, Computational Complexity Theory, Engineering +12

Message passing algorithms for compressed sensing: I. motivation and construction

David L. Donoho, Arian Maleki, Andrea Montanari · 2010 · 529 citations

Statistical Signal Processing, Sparse Representation, Engineering +14

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