Person
Emmanuel Abbé
Official source
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Related units (3)
Courses taught by this person (1)
MATH-232: Probability and statistics (for IC)
A basic course in probability and statistics
Related publications (29)
Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.
Polynomial-time universality and limitations of deep learning
The goal of this paper is to characterize function distributions that general neural networks trained by descent algorithms (GD/SGD), can or cannot learn in polytime. The results are: (1) The paradigm of general neural networks trained by SGD is poly-time ...
WILEY2023Learning Sparse Graphons And The Generalized Kesten-Stigum Threshold
The problem of learning graphons has attracted considerable attention across several scientific communities, with significant progress over the re-cent years in sparser regimes. Yet, the current techniques still require diverg-ing degrees in order to succe ...
INST MATHEMATICAL STATISTICS-IMS2023ChatGPT takes on the European Exam in Core Cardiology: an artificial intelligence success story?
Emmanuel Abbé, Olivier Muller, Thabodhan Mahendiran, Stéphane Fournier
Chat Generative Pre-trained Transformer (ChatGPT) is currently a trending topic worldwide triggering extensive debate about its predictive power, its potential uses, and its wider implications. Recent publications have demonstrated that ChatGPT can correct ...
Oxford2023