Concepedia
Statistics
Publications
203
Citations
18.4K
H-Index
64
Active since
2000
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
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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