Adel Javanmard

Cited by

	All	Since 2019
Citations	4931	3442
h-index	29	27
i10-index	43	36

700

350

175

525

2011201220132014201520162017201820192020202120222023202420 59 98 149 202 240 281 381 429 502 581 691 664 563

Public access

View all

18 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Andrea MontanariProfessor of Statistics and Mathematics, Stanford UniversityVerified email at stanford.edu
Vahab MirrokniGoogle Fellow, VP, Google ResearchVerified email at google.com
Mahdi SoltanolkotabiUniversity of Southern CaliforniaVerified email at usc.edu
Mohammad MehrabiGraduate School of Business, Stanford UniversityVerified email at stanford.edu
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityVerified email at princeton.edu
Federico Ricci-TersenghiProfessor of Theoretical Physics, "La Sapienza" University, RomaVerified email at roma1.infn.it
Mohammad AlizadehAssociate Professor of Computer Science, MITVerified email at csail.mit.edu
Hamid NazerzadehApplied Science Director, Uber Technologies; previously, Associate Professor, USC Marshall School ofVerified email at uber.com
Hamed HassaniUniversity of Pennsylvania (EE, CS, Stat)Verified email at seas.upenn.edu
Morteza IbrahimiStanford UniversityVerified email at stanford.edu
Sham M KakadeHarvard UniversityVerified email at seas.harvard.edu
Daniel HsuColumbia UniversityVerified email at cs.columbia.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Balaji PrabhakarVerified email at stanford.edu
Abbas MehrabianGoogle DeepMindVerified email at deepmind.com
Omid HatamiPhD student, University of CambridgeVerified email at cam.ac.uk
Saieed AkbariProfessor of Mathematics, Sharif University of TechnologyVerified email at sharif.edu
Hosein MohimaniAssociate Professor, Computational Biology Department, School of Computer Science, Carnegie MellonVerified email at andrew.cmu.edu
Maziyar HamdiCPP InvestmentsVerified email at ece.ubc.ca
Li ZhangMicrosoftVerified email at microsoft.com

Adel Javanmard

Associate Professor, University of Southern California

Verified email at usc.edu - Homepage

Machine Learning algorithmic statistics probability theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Confidence intervals and hypothesis testing for high-dimensional regression A Javanmard, A Montanari The Journal of Machine Learning Research 15 (1), 2869-2909, 2014	1101	2014
Theoretical insights into the optimization landscape of over-parameterized shallow neural networks M Soltanolkotabi, A Javanmard, JD Lee IEEE Transactions on Information Theory 65 (2), 742-769, 2018	468	2018
Information-theoretically optimal compressed sensing via spatial coupling and approximate message passing DL Donoho, A Javanmard, A Montanari IEEE Transaction on Information Theory 59 (11), 7434-7464, 2013	309	2013
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling A Javanmard, A Montanari arXiv preprint arXiv:1211.5164, 2012	302	2012
Debiasing the lasso: Optimal sample size for gaussian designs A Javanmard, A Montanari	247	2018
Hypothesis testing in high-dimensional regression under the gaussian random design model: Asymptotic theory A Javanmard, A Montanari IEEE Transactions on Information Theory 60 (10), 6522-6554, 2014	213	2014
Analysis of DCTCP: stability, convergence, and fairness M Alizadeh, A Javanmard, B Prabhakar ACM SIGMETRICS Performance Evaluation Review 39 (1), 73-84, 2011	182	2011
Phase transitions in semidefinite relaxations A Javanmard, A Montanari, F Ricci-Tersenghi Proceedings of the National Academy of Sciences 113 (16), E2218-E2223, 2016	160	2016
Dynamic pricing in high-dimensions A Javanmard, H Nazerzadeh Journal of Machine Learning Research 20 (9), 1-49, 2019	159	2019
Mobility modeling, spatial traffic distribution, and probability of connectivity for sparse and dense vehicular ad hoc networks GH Mohimani, F Ashtiani, A Javanmard, M Hamdi IEEE Transactions on Vehicular Technology 58 (4), 1998-2007, 2008	144	2008
Selected microbial groups and short-chain fatty acids profile in a simulated chicken cecum supplemented with two strains of Lactobacillus A Meimandipour, M Shuhaimi, AF Soleimani, K Azhar, M Hair-Bejo, ... Poultry Science 89 (3), 470-476, 2010	129	2010
Online rules for control of false discovery rate and false discovery exceedance A Javanmard, A Montanari The Annals of statistics 46 (2), 526-554, 2018	123	2018
Precise tradeoffs in adversarial training for linear regression A Javanmard, M Soltanolkotabi, H Hassani Conference on Learning Theory, 2034-2078, 2020	117	2020
Learning linear bayesian networks with latent variables A Anandkumar, D Hsu, A Javanmard, S Kakade International Conference on Machine Learning, 249-257, 2013	109	2013
Efficient reinforcement learning for high dimensional linear quadratic systems M Ibrahimi, A Javanmard, B Roy Advances in Neural Information Processing Systems 25, 2012	107	2012
Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions N Golrezaei, A Javanmard, V Mirrokni https://poseidon01.ssrn.com/delivery.php?ID …, 2018	104	2018
Localization from incomplete noisy distance measurements A Javanmard, A Montanari Foundations of Computational Mathematics 13, 297-345, 2013	99	2013
False discovery rate control via debiased lasso A Javanmard, H Javadi	75	2019
Analysis of a two-layer neural network via displacement convexity A Javanmard, M Mondelli, A Montanari	68	2020
Precise statistical analysis of classification accuracies for adversarial training A Javanmard, M Soltanolkotabi The Annals of Statistics 50 (4), 2127-2156, 2022	65	2022

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors