Beau Coker

According to our database, Beau Coker authored at least 11 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

An Empirical Analysis of the Advantages of Finite- v.s. Infinite-Width Bayesian Neural Networks.

Jiayu Yao, Yaniv Yacoby, Beau Coker, Weiwei Pan, Finale Doshi-Velez

CoRR, 2022

Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees.

Wenying Deng, Beau Coker, Jeremiah Zhe Liu, Brent A. Coull

CoRR, 2022

Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees.

Wenying Deng, Beau Coker, Rajarshi Mukherjee, Jeremiah Z. Liu, Brent A. Coull

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Wide Mean-Field Bayesian Neural Networks Ignore the Data.

Beau Coker, Wessel P. Bruinsma, David R. Burt, Weiwei Pan, Finale Doshi-Velez

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results.

Beau Coker, Cynthia Rudin, Gary King

Manag. Sci., 2021

Wide Mean-Field Variational Bayesian Neural Networks Ignore the Data.

Beau Coker, Weiwei Pan, Finale Doshi-Velez

CoRR, 2021

2020

PoRB-Nets: Poisson Process Radial Basis Function Networks.

Beau Coker, Melanie Fernandes Pradier, Finale Doshi-Velez

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Learning a Latent Space of Highly Multidimensional Cancer Data.

Benjamin Kompa, Beau Coker

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

2019

Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks.

Beau Coker, Melanie F. Pradier, Finale Doshi-Velez

CoRR, 2019

Learning a Generative Model of Cancer Metastasis.

Benjamin Kompa, Beau Coker

CoRR, 2019

2018

The age of secrecy and unfairness in recidivism prediction.

Cynthia Rudin, Caroline Wang, Beau Coker

CoRR, 2018