2026 Emmanuel Abbe: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	31	13398	12993	213	212	175	6838

Overview

Emmanuel Abbe is affiliated with the École Polytechnique Fédérale de Lausanne in Switzerland. Their research spans several areas primarily within computer science and medicine, with a focus on artificial intelligence and diagnostic imaging.

Their body of work includes contributions to key topics such as:

Neural Networks and Applications
Cardiac Imaging and Diagnostics
DNA and Biological Computing
Machine Learning and Algorithms
Error Correcting Code Techniques
Coronary Interventions and Diagnostics
Stochastic Gradient Optimization Techniques

Main fields of study covered in their publications are:

Computer Science
Medicine

More specific subfields within these domains include:

Artificial Intelligence
Radiology, Nuclear Medicine and Imaging
Molecular Biology
Statistics and Probability
Computer Networks and Communications

Emmanuel Abbe has published extensively in the following venues:

arXiv (Cornell University)
IEEE Transactions on Information Theory
The Annals of Statistics
European Heart Journal
EuroIntervention

Notable recent papers authored by Emmanuel Abbe include:

Entrywise eigenvector analysis of random matrices with low expected rank, 2020, The Annals of Statistics
Reed-Muller Codes: Theory and Algorithms, 2020, IEEE Transactions on Information Theory
Reed-Muller Codes Polarize, 2020, IEEE Transactions on Information Theory

Other frequently cited works connected to their field of study include:

ChatGPT takes on the European Exam in Core Cardiology: an artificial intelligence success story?, 2023, European Heart Journal - Digital Health
Recursive Projection-Aggregation Decoding of Reed-Muller Codes, 2020, IEEE Transactions on Information Theory

Frequent co-authors collaborating with Emmanuel Abbe are:

Olivier Müller
Stéphane Fournier
Thabo Mahendiran
Dorina Thanou
Ortal Senouf

Best Publications

Community detection and stochastic block models: recent developments

Emmanuel Abbe

908
Citations
Community Detection and Stochastic Block Models

Emmanuel Abbe

846
Citations
Exact Recovery in the Stochastic Block Model

Emmanuel Abbe;Afonso S. Bandeira;Georgina Hall

641
Citations
Community Detection in General Stochastic Block models: Fundamental Limits and Efficient Algorithms for Recovery

Emmanuel Abbe;Colin Sandon

438
Citations
ENTRYWISE EIGENVECTOR ANALYSIS OF RANDOM MATRICES WITH LOW EXPECTED RANK.

Emmanuel Abbe;Jianqing Fan;Kaizheng Wang;Yiqiao Zhong

229
Citations
Communication-Computation Efficient Gradient Coding

Min Ye;Emmanuel Abbe

165
Citations
Decoding Binary Node Labels from Censored Edge Measurements: Phase Transition and Efficient Recovery

Emmanuel Abbe;Afonso S. Bandeira;Annina Bracher;Amit Singer

123
Citations
Polar Coding for Secret-Key Generation

Remi A. Chou;Matthieu R. Bloch;Emmanuel Abbe

119
Citations
Polar Codes for the m-User MAC

Emmanuel Abbe;Emre Telatar

113
Citations
Community detection in general stochastic block models: fundamental limits and efficient recovery algorithms.

Emmanuel Abbe;Colin Sandon

113
Citations
Polar Codes for Broadcast Channels

Naveen Goela;Emmanuel Abbe;Michael Gastpar

112
Citations
Detection in the stochastic block model with multiple clusters: proof of the achievability conjectures, acyclic BP, and the information-computation gap

Emmanuel Abbe;Colin Sandon

108
Citations
Asymptotic mutual information for the balanced binary stochastic block model

Yash Deshpande;Emmanuel Abbe;Andrea Montanari

101
Citations
Recursive Projection-Aggregation Decoding of Reed-Muller Codes

Min Ye;Emmanuel Abbe

96
Citations
Normalization and correlation of cross-nested logit models

Emmanuel Abbe;Michel Bierlaire;Tomer Toledo

91
Citations
Exact Recovery in the Stochastic Block Model

Emmanuel Abbe;Afonso S. Bandeira;Georgina Hall

87
Citations
Privacy-Preserving Methods for Sharing Financial Risk Exposures

Emmanuel Auguste Abbe;Amir E. Khandani;Andrew W. Lo

80
Citations
Polar coding schemes for the AWGN channel

Emmanuel Abbe;Andrew Barron

78
Citations
Recovering communities in the general stochastic block model without knowing the parameters

Emmanuel Abbe;Colin Sandon

74
Citations
Asymptotic Mutual Information for the Two-Groups Stochastic Block Model

Yash Deshpande;Emmanuel Abbe;Andrea Montanari

72
Citations
Proof of the Achievability Conjectures for the General Stochastic Block Model

Emmanuel Abbe;Colin Sandon

72
Citations
Reed–Muller Codes: Theory and Algorithms

Emmanuel Abbe;Amir Shpilka;Min Ye

71
Citations
Provable limitations of deep learning.

Emmanuel Abbe;Colin Sandon

69
Citations
Reed–Muller Codes for Random Erasures and Errors

Emmanuel Abbe;Amir Shpilka;Avi Wigderson

65
Citations

Frequent Co-Authors

Andrea Montanari Stanford University

Amit Singer Princeton University

Afonso S. Bandeira ETH Zurich

Amir Shpilka Tel Aviv University

Sanjeev R. Kulkarni Princeton University

Nathan Srebro Toyota Technological Institute at Chicago

Noga Alon Tel Aviv University

Avi Wigderson Institute for Advanced Study

Michael Gastpar École Polytechnique Fédérale de Lausanne

Sergio Verdu Princeton University

External Links

Personal website of Emmanuel Abbe

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