Faculty

Institution

Unit

Venue

Ahmed El Alaoui

Assistant professor

Cornell University

Affiliations

School of Industrial and Labor Relations

Department of Statistics and Data Science

Ahmed El Alaoui is currently serving as a Statistics And Data Science Assistant professor at Cornell University.

Honors

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Experiences

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Education

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Ahmed El Alaoui

Cornell University

Assistant professor

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applied mathematics mathematics computational statistics high-dimensional statistics computer science statistical physics statistics probability theory computational complexity statistical methodology statistical inference mathematical optimization statistical mechanics asymptotic analysis theoretical computer science random matrix mathematical statistical physic computational optimization discrete algorithms approximation theory numerical algorithms high-dimensional method gibbs measure computational mathematics machine learning research convex analysis spectral theory entropy low-rank approximation information theory scientific computing bayesian analysis statistical learning theory lower bounds principal component analysis approximate computing algorithmic information theory wigner matrix spiked wigner model kernel methods gaussian analysis matrix factorization dimensionality reduction randomized algorithms graph algorithms random graphs statistical signal processing kernel ridge regression kernel matrix kikuchi hierarchy tensor pca free energy global optimization quantum science energy minimization message passing regularization (mathematics) semi-supervised learning complexity theory approximation methods stochastic optimization quantum theory estimation theory convex optimization stochastic calculus probabilistic analysis extremal graph theory running time guarantees full kernel matrix mean-field spin glasses centered gaussian process hamiltonians hn mutual information fundamental limits finite sample wigner law stochastic process stochastic geometry random structures

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Hardness of Sampling Solutions From the Symmetric Binary Perceptron. Random Structures and Algorithms (2025)

Ahmed El AlaouiDavid Gamarnik

randomized algorithmscomputational optimizationsamplingtheory of computationlow densitycomputational complexitycircuit complexitydiscrete algorithmsapproximate samplingapproximate computingtheoretical computer sciencesymmetric binary perceptronapplied mathematicscomputational complexity theorycomputer science

Sampling From Mean-Field Gibbs Measures via Diffusion Processes. Probability and Mathematical Physics (2025)

Ahmed El AlaouiAndrea MontanariMark Sellke

applied probabilitygibbs measurestatistical physicsdiffusion processesmarkov chain monte carlostatisticsstochastic processstatistical methodologyapplied mathematicsprobability theory

Shattering in Pure Spherical Spin Glasses. Communications in Mathematical Physics (2025)

Ahmed El AlaouiAndrea MontanariMark Sellke

physicsglass materialfracture mechanicsglass-forming liquidsfunctional glasscondensed matter physicsmechanics of materials

The Kikuchi Hierarchy and Tensor Pca. Journal of the ACM (2025)

Alexander WeinAhmed El AlaouiCristopher Moore

high-dimensional statisticsmachine learning researchdata sciencekikuchi hierarchyconvex analysistensor pcamathematical optimizationprincipal component analysistheoretical computer sciencebelief propagationapproximation theorymatrix factorizationscientific computingcomputational mathematicsnumerical algorithmscomputational complexitycomputational sciencespectral theoryapplied mathematicscomputational statisticsdimensionality reductioncomputer sciencenumerical linear algebra

Bounds on the Covariance Matrix of the Sherrington–Kirkpatrick Model. Electronic Communications in Probability (2024)

Ahmed El AlaouiJason Gaitonde

high-dimensional statisticsgibbs measurestatistical physicsstatistical field theoriescovariance matrixstochastic processasymptotic analysisapplied mathematicsstatistical mechanicstap equationsmathematical statistical physicmathematicsprobability theory

Hardness of Sampling Solutions From the Symmetric Binary Perceptron. Preprint (2024)

Ahmed El AlaouiD. Gamarnik

computational optimizationsamplingtheory of computationcomputer engineeringcomputational complexitycomputational sciencecircuit complexitylow densityapproximate samplingapproximate computingtheoretical computer sciencesymmetric binary perceptrondiscrete algorithmscomputational complexity theorycomputer science

Near-Optimal Shattering in the Ising Pure P-Spin and Rarity of Solutions Returned by Stable Algorithms. arXiv (Cornell University) (2024)

Alaoui, Ahmed El

theoretical physicsnear-optimal shatteringapplied probabilitygibbs measurestable algorithmsstatistical physicsergodic theorycritical phenomenaasymptotic analysisapplied mathematicsstatistical mechanicsmathematical statistical physicmathematicsprobability theory

On the Atypical Solutions of the Symmetric Binary Perceptron. Journal of Physics A Mathematical and Theoretical (2024)

Damien BarbierAhmed El AlaouiFlorent KrzakalaLenka Zdeborová

entropyapplied probabilitymathematical optimizationlocal entropyinformation theorycomputational complexitystatistical physicsdiscrete algorithmsextensive entropytheoretical computer sciencesymmetric binary perceptronalgorithmic information theoryapplied mathematicsstatistical mechanicscomputational complexity theorycomputer sciencemathematicsprobability theory

Fast Relaxation of the Random Field Ising Dynamics. arXiv (Cornell University) (2023)

Alaoui, Ahmed ElEldan, RonenGheissari, RezaPiana, Arianna

physicsstatistical physicscritical phenomenastatistical field theoriesmathematical physicsstochastic processexponential relaxationapplied mathematicsstatistical mechanicspolynomial timemathematical statistical physicfast relaxationmathematics

Local Algorithms for Maximum Cut and Minimum Bisection on Locally Treelike Regular Graphs of Large Degree. Random Structures and Algorithms (2023)

Ahmed El AlaouiAndrea MontanariMark Sellke

combinatorial optimizationmathematicslocal algorithmscombinatorial theorytheoretical computer sciencediscrete algorithmscombinatoricsextremal graph theorytheory of computationstructural graph theorygraph theorycomputational complexitygraph algorithmsdiscrete mathematicsapplied mathematicsrandom graphsmaximum cutcomputer scienceminimum bisection

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Ahmed El Alaoui

Assistant professor

Cornell University

Affiliations

School of Industrial and Labor Relations

Department of Statistics and Data Science

Ahmed El Alaoui is currently serving as a Statistics And Data Science Assistant professor at Cornell University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Ahmed El Alaoui

Cornell University

Assistant professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Hardness of Sampling Solutions From the Symmetric Binary Perceptron. Random Structures and Algorithms (2025)

Ahmed El AlaouiDavid Gamarnik

Sampling From Mean-Field Gibbs Measures via Diffusion Processes. Probability and Mathematical Physics (2025)

Ahmed El AlaouiAndrea MontanariMark Sellke

applied probabilitygibbs measurestatistical physicsdiffusion processesmarkov chain monte carlostatisticsstochastic processstatistical methodologyapplied mathematicsprobability theory

Shattering in Pure Spherical Spin Glasses. Communications in Mathematical Physics (2025)

Ahmed El AlaouiAndrea MontanariMark Sellke

physicsglass materialfracture mechanicsglass-forming liquidsfunctional glasscondensed matter physicsmechanics of materials

The Kikuchi Hierarchy and Tensor Pca. Journal of the ACM (2025)

Alexander WeinAhmed El AlaouiCristopher Moore

Bounds on the Covariance Matrix of the Sherrington–Kirkpatrick Model. Electronic Communications in Probability (2024)

Ahmed El AlaouiJason Gaitonde

Hardness of Sampling Solutions From the Symmetric Binary Perceptron. Preprint (2024)

Ahmed El AlaouiD. Gamarnik

Near-Optimal Shattering in the Ising Pure P-Spin and Rarity of Solutions Returned by Stable Algorithms. arXiv (Cornell University) (2024)

Alaoui, Ahmed El

On the Atypical Solutions of the Symmetric Binary Perceptron. Journal of Physics A Mathematical and Theoretical (2024)

Damien BarbierAhmed El AlaouiFlorent KrzakalaLenka Zdeborová

Fast Relaxation of the Random Field Ising Dynamics. arXiv (Cornell University) (2023)

Alaoui, Ahmed ElEldan, RonenGheissari, RezaPiana, Arianna

Local Algorithms for Maximum Cut and Minimum Bisection on Locally Treelike Regular Graphs of Large Degree. Random Structures and Algorithms (2023)

Ahmed El AlaouiAndrea MontanariMark Sellke

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data science

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Kengo Kato

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econometric model

econometrics

Jonathan Niles-Weed

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information theory

high-dimensional statistics

Florentina Bunea

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general systems

digital image processing

Konstantin Tikhomirov

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applied mathematics

mathematics

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general systems

mathematics education

Edward C. Waymire

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anomalous diffusion

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