Concepedia

Morgane Austern

MA

4

Publications

125

Citations

4

H-Index

2018

Active since

Affiliations

Columbia University(Current)

Morgane Austern is an author at Columbia University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningPattern RecognitionStatistical InferenceArtificial IntelligenceAdversarial Machine LearningEntropy

Publications per year

2018–2020

4

Publications

4

Non-Vacuous Generalization Bounds at the ImageNet Scale: A PAC-Bayesian Compression Approach

Wenda Zhou, Victor Veitch, Morgane Austern et al. · arXiv (Cornell University) · 2018 · 81 citations · Full text

Artificial Intelligence, Non-vacuous Generalization Bounds, Art Generalization Guarantees +22

Non-Vacuous Generalization Bounds at the ImageNet Scale: A PAC-Bayesian Compression Approach

Wenda Zhou, Victor Veitch, Morgane Austern et al. · arXiv (Cornell University) · 2018 · 20 citations · Full text

Compressibility and Generalization in Large-Scale Deep Learning.

Wenda Zhou, Victor Veitch, Morgane Austern et al. · arXiv (Cornell University) · 2018 · 12 citations · Full text

Artificial Intelligence, Generalization Bound, Art Generalization Guarantees +13

Asymptotics of Cross-Validation

Morgane Austern, Wenda Zhou · arXiv (Cornell University) · 2020 · 12 citations · Full text

Surrogate Loss, Engineering, Machine Learning +11

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