Adel Javanmard

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Andrea MontanariProfessor of Statistics and Mathematics, Stanford UniversityDirección de correo verificada de stanford.edu
Vahab MirrokniGoogle Fellow, VP, Google ResearchDirección de correo verificada de google.com
Mahdi SoltanolkotabiUniversity of Southern CaliforniaDirección de correo verificada de usc.edu
Mohammad MehrabiGraduate School of Business, Stanford UniversityDirección de correo verificada de stanford.edu
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityDirección de correo verificada de princeton.edu
Federico Ricci-TersenghiProfessor of Theoretical Physics, "La Sapienza" University, RomaDirección de correo verificada de roma1.infn.it
Mohammad AlizadehAssociate Professor of Computer Science, MITDirección de correo verificada de csail.mit.edu
Hamid NazerzadehApplied Science Director, Uber Technologies; previously, Associate Professor, USC Marshall School ofDirección de correo verificada de uber.com
Hamed HassaniUniversity of Pennsylvania (EE, CS, Stat)Dirección de correo verificada de seas.upenn.edu
Morteza IbrahimiStanford UniversityDirección de correo verificada de stanford.edu
Sham M KakadeHarvard UniversityDirección de correo verificada de seas.harvard.edu
Daniel HsuColumbia UniversityDirección de correo verificada de cs.columbia.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIADirección de correo verificada de caltech.edu
Balaji PrabhakarDirección de correo verificada de stanford.edu
Abbas MehrabianGoogle DeepMindDirección de correo verificada de deepmind.com
Omid HatamiPhD student, University of CambridgeDirección de correo verificada de cam.ac.uk
Saieed AkbariProfessor of Mathematics, Sharif University of TechnologyDirección de correo verificada de sharif.edu
Hosein MohimaniAssociate Professor, Computational Biology Department, School of Computer Science, Carnegie MellonDirección de correo verificada de andrew.cmu.edu
Maziyar HamdiCPP InvestmentsDirección de correo verificada de ece.ubc.ca
Li ZhangMicrosoftDirección de correo verificada de microsoft.com

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Adel Javanmard

Associate Professor, University of Southern California

Dirección de correo verificada de usc.edu - Página principal

Machine Learning algorithmic statistics probability theory


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Confidence intervals and hypothesis testing for high-dimensional regression A Javanmard, A Montanari The Journal of Machine Learning Research 15 (1), 2869-2909, 2014	1097	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	467	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	298	2012
Debiasing the lasso: Optimal sample size for gaussian designs A Javanmard, A Montanari	244	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	212	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
Dynamic pricing in high-dimensions A Javanmard, H Nazerzadeh Journal of Machine Learning Research 20 (9), 1-49, 2019	160	2019
Phase transitions in semidefinite relaxations A Javanmard, A Montanari, F Ricci-Tersenghi Proceedings of the National Academy of Sciences 113 (16), E2218-E2223, 2016	159	2016
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	128	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	116	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

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