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Greg Benton

Affiliations:
  • New York University, Andrew Gordon Wilson Courant, NY, USA


According to our database1, Greg Benton authored at least 9 papers between 2019 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2022
Bayesian Model Selection, the Marginal Likelihood, and Generalization.
[BibTeX]
[DOI]
Sanae Lotfi
,
Pavel Izmailov
,
Gregory W. Benton
,
Micah Goldblum
,
Andrew Gordon Wilson
Proceedings of the International Conference on Machine Learning, 2022

Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes.
[BibTeX]
[DOI]
Gregory W. Benton
,
Wesley J. Maddox
,
Andrew Gordon Wilson
Proceedings of the International Conference on Machine Learning, 2022

2021
Residual Pathway Priors for Soft Equivariance Constraints.
[BibTeX]
[DOI]
Marc Finzi
,
Greg Benton
,
Andrew Gordon Wilson
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling.
[BibTeX]
[DOI]
Gregory W. Benton
,
Wesley J. Maddox
,
Sanae Lotfi
,
Andrew Gordon Wilson
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Learning Invariances in Neural Networks.
[BibTeX]
[DOI]
Gregory W. Benton
,
Marc Finzi
,
Pavel Izmailov
,
Andrew Gordon Wilson
CoRR, 2020

Trajectory Based Podcast Recommendation.
[BibTeX]
[DOI]
Greg Benton
,
Ghazal Fazelnia
,
Alice Wang
,
Ben Carterette
CoRR, 2020

Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited.
[BibTeX]
[DOI]
Wesley J. Maddox
,
Gregory W. Benton
,
Andrew Gordon Wilson
CoRR, 2020

Learning Invariances in Neural Networks from Training Data.
[BibTeX]
[DOI]
Gregory W. Benton
,
Marc Finzi
,
Pavel Izmailov
,
Andrew Gordon Wilson
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Function-Space Distributions over Kernels.
[BibTeX]
[DOI]
Gregory W. Benton
,
Wesley J. Maddox
,
Jayson P. Salkey
,
Julio Albinati
,
Andrew Gordon Wilson
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019


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