Erin Grant

Erin Grant

University of California, Berkeley

H-index: 8

North America-United States

About Erin Grant

Erin Grant, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Machine Learning, Cognitive Science, Neuroscience.

His recent articles reflect a diverse array of research interests and contributions to the field:

The transient nature of emergent in-context learning in transformers

Bayes in the age of intelligent machines

Getting aligned on representational alignment

Statistical physics, Bayesian inference and neural information processing

Gaussian process surrogate models for neural networks

Cognitive analyses of machine learning systems

Predicting generalization with degrees of freedom in neural networks

The emergence of gender associations in child language development

Erin Grant Information

University

Position

___

Citations(all)

1162

Citations(since 2020)

1109

Cited By

358

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Erin Grant Skills & Research Interests

Machine Learning

Cognitive Science

Neuroscience

Top articles of Erin Grant

The transient nature of emergent in-context learning in transformers

2023/12/13

Erin Grant
Erin Grant

H-Index: 5

Bayes in the age of intelligent machines

arXiv preprint arXiv:2311.10206

2023/11/16

Erin Grant
Erin Grant

H-Index: 5

Statistical physics, Bayesian inference and neural information processing

arXiv preprint arXiv:2309.17006

2023/9/29

Erin Grant
Erin Grant

H-Index: 5

Gaussian process surrogate models for neural networks

2023/8

Michael Y Li
Michael Y Li

H-Index: 31

Erin Grant
Erin Grant

H-Index: 5

Cognitive analyses of machine learning systems

2022

Predicting generalization with degrees of freedom in neural networks

2022

Erin Grant
Erin Grant

H-Index: 5

Yan Wu
Yan Wu

H-Index: 2

The emergence of gender associations in child language development

Cognitive Science

2022/6

Passive attention in artificial neural networks predicts human visual selectivity

Advances in Neural Information Processing Systems (NeurIPS)

2021/12

Erin Grant
Erin Grant

H-Index: 5

Ishita Dasgupta
Ishita Dasgupta

H-Index: 1

Are convolutional neural networks or transformers more like human vision?

Annual Meeting of the Cognitive Science Society (CogSci)

2021/5/15

Tracing the emergence of gendered language in childhood

2020

Universal linguistic inductive biases via meta-learning

2020/7

Erin Grant
Erin Grant

H-Index: 5

Paul Smolensky
Paul Smolensky

H-Index: 31

Generalization in planning by metalearning to metareason

2019

See List of Professors in Erin Grant University(University of California, Berkeley)

Co-Authors

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