Concepedia

Jonathan S. Rosenfeld

JS

4

Publications

126

Citations

4

H-Index

2019

Active since

Affiliations

Massachusetts Institute of Technology(Current)

York University

Jonathan S. Rosenfeld is an author at Massachusetts Institute of Technology specializing in engineering, deep learning, and data science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningArtificial IntelligenceStatisticsCognitive ScienceStatistical InferenceUncertainty Quantification

Publications per year

2019–2021

4

Publications

4

A Constructive Prediction of the Generalization Error Across Scales

Jonathan S. Rosenfeld, Amir Rosenfeld, Yonatan Belinkov et al. · arXiv (Cornell University) · 2019 · 49 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +18

A Constructive Prediction of the Generalization Error Across Scales

Jonathan S. Rosenfeld, Amir Rosenfeld, Yonatan Belinkov et al. · International Conference on Learning Representations · 2020 · 35 citations

Artificial Intelligence, Geometric Learning, Engineering +18

Scaling Laws for Deep Learning

Jonathan S. Rosenfeld · arXiv (Cornell University) · 2021 · 25 citations · Full text

Artificial Intelligence, Large Ai Model, Neural Scaling Law +10

On the Predictability of Pruning Across Scales

Jonathan S. Rosenfeld, Jonathan Frankle, Michael Carbin et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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