Adel Javanmard

Adel Javanmard

University of Southern California - Los Angeles / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1624278
person_outline 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, 20123062012
5-) Debiasing the lasso: Optimal sample size for gaussian designsA Javanmard, A Montanari2502018