ResearchAlpha Leak

Conferences Topics Top Authors Rankings Browse All

Home/Authors/Clayton Sanford

Clayton Sanford

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, 1:13 AM AMS

8

papers

322

total citations

papers (8)

Representational Strengths and Limitations of Transformers

NEURIPS 2023arXiv

Learning single-index models with shallow neural networks

NEURIPS 2022arXiv

Transformers, parallel computation, and logarithmic depth

Support vector machines and linear regression coincide with very high-dimensional features

NEURIPS 2021arXiv

Best of Both Worlds: Advantages of Hybrid Graph Sequence Models

On Scrambling Phenomena for Randomly Initialized Recurrent Networks

NEURIPS 2022arXiv

Depth-Width Tradeoffs for Transformers on Graph Tasks

Fast attention mechanisms: a tale of parallelism

NEURIPS 2025arXiv