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Adel Javanmard
AD Scientific Index 2024
Engineering & Technology / Computer Science
University of Southern California - Los Angeles / United States
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Adel Javanmard's MOST POPULAR ARTICLES
1-)
Confidence intervals and hypothesis testing for high-dimensional regressionA Javanmard, A MontanariThe Journal of Machine Learning Research 15 (1), 2869-2909, 20148622014
2-)
Theoretical insights into the optimization landscape of over-parameterized shallow neural networksM Soltanolkotabi, A Javanmard, JD LeeIEEE Transactions on Information Theory 65 (2), 742-769, 20183722018
3-)
Information-theoretically optimal compressed sensing via spatial coupling and approximate message passingDL Donoho, A Javanmard, A MontanariIEEE Transaction on Information Theory 59 (11), 7434-7464, 20132712013
4-)
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial CouplingA Javanmard, A MontanariarXiv preprint arXiv:1211.5164, 20122902012
5-)
Debiasing the lasso: Optimal sample size for gaussian designsA Javanmard, A Montanari2392018
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