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Ahmed El Alaoui
Ahmed El Alaoui
Assistant Professor, Department of Statistics and Data Science, Cornell University.
Verified email at cornell.edu - Homepage
Title
Cited by
Cited by
Year
Fast randomized kernel ridge regression with statistical guarantees
A Alaoui, MW Mahoney
Advances in neural information processing systems 28, 2015
4102015
Asymptotic behavior of\ell_p-based laplacian regularization in semi-supervised learning
A El Alaoui, X Cheng, A Ramdas, MJ Wainwright, MI Jordan
Conference on Learning Theory, 879-906, 2016
1112016
Optimization of mean-field spin glasses
A El Alaoui, A Montanari, M Sellke
The Annals of Probability 49 (6), 2922-2960, 2021
922021
Measurements of at  GeV and extraction of nucleon resonance electrocouplings at CLAS
K Park, IG Aznauryan, VD Burkert, KP Adhikari, MJ Amaryan, SA Pereira, ...
Physical Review C 91 (4), 045203, 2015
732015
Sampling from the Sherrington-Kirkpatrick Gibbs measure via algorithmic stochastic localization
A El Alaoui, A Montanari, M Sellke
2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022
662022
The Kikuchi hierarchy and tensor PCA
AS Wein, A El Alaoui, C Moore
2019 IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS …, 2019
632019
Estimation in the spiked Wigner model: a short proof of the replica formula
A El Alaoui, F Krzakala
2018 IEEE International Symposium on Information Theory (ISIT), 1874-1878, 2018
632018
Fundamental limits of detection in the spiked Wigner model
A El Alaoui, F Krzakala, M Jordan
512020
Tight query complexity lower bounds for PCA via finite sample deformed Wigner law
M Simchowitz, A El Alaoui, B Recht
Proceedings of the 50th Annual ACM SIGACT Symposium on Theory of Computing …, 2018
472018
The Franz-Parisi criterion and computational trade-offs in high dimensional statistics
AS Bandeira, A El Alaoui, S Hopkins, T Schramm, AS Wein, I Zadik
Advances in Neural Information Processing Systems 35, 33831-33844, 2022
362022
Algorithmic pure states for the negative spherical perceptron
A El Alaoui, M Sellke
Journal of Statistical Physics 189 (2), 27, 2022
322022
Decoding from pooled data: Phase transitions of message passing
A El Alaoui, A Ramdas, F Krzakala, L Zdeborová, MI Jordan
IEEE Transactions on Information Theory 65 (1), 572-585, 2018
322018
Algorithmic thresholds in mean field spin glasses
AE Alaoui, A Montanari
arXiv preprint arXiv:2009.11481, 2020
292020
Fast randomized kernel methods with statistical guarantees
A El Alaoui, MW Mahoney
stat 1050, 2, 2014
262014
Finite size corrections and likelihood ratio fluctuations in the spiked Wigner model
AE Alaoui, F Krzakala, MI Jordan
arXiv preprint arXiv:1710.02903, 2017
252017
An information-theoretic view of stochastic localization
A El Alaoui, A Montanari
IEEE Transactions on Information Theory 68 (11), 7423-7426, 2022
222022
Detection limits in the high-dimensional spiked rectangular model
A El Alaoui, MI Jordan
Conference On Learning Theory, 410-438, 2018
212018
Local algorithms for maximum cut and minimum bisection on locally treelike regular graphs of large degree
A El Alaoui, A Montanari, M Sellke
Random Structures & Algorithms 63 (3), 689-715, 2023
202023
Decoding from pooled data: Sharp information-theoretic bounds
AE Alaoui, A Ramdas, F Krzakala, L Zdeborová, MI Jordan
SIAM Journal on Mathematics of Data Science 1 (1), 161-188, 2019
202019
On the gap between strict-saddles and true convexity: An omega (log d) lower bound for eigenvector approximation
M Simchowitz, AE Alaoui, B Recht
arXiv preprint arXiv:1704.04548, 2017
172017
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