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Emmanuel Abbe

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:04 AM AMS

10

papers

229

total citations

papers (10)

The staircase property: How hierarchical structure can guide deep learning

NEURIPS 2021arXiv

Transformers learn through gradual rank increase

NEURIPS 2023arXiv

On the Power of Differentiable Learning versus PAC and SQ Learning

NEURIPS 2021arXiv

Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning

On the non-universality of deep learning: quantifying the cost of symmetry

NEURIPS 2022arXiv

Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures

NEURIPS 2022arXiv

Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs

NEURIPS 2023arXiv

Learning High-Degree Parities: The Crucial Role of the Initialization

On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions

On the universality of deep learning