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Journal Articles
- 2021
[j1]Beau Coker
, Cynthia Rudin, Gary King:
A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results. Manag. Sci. 67(10): 6174-6197 (2021)
Conference and Workshop Papers
- 2022
- [c4]Beau Coker, Wessel P. Bruinsma, David R. Burt, Weiwei Pan, Finale Doshi-Velez:
Wide Mean-Field Bayesian Neural Networks Ignore the Data. AISTATS 2022: 5276-5333 - [c3]Wenying Deng, Beau Coker, Rajarshi Mukherjee, Jeremiah Z. Liu, Brent A. Coull:
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees. NeurIPS 2022 - 2020
- [c2]Benjamin Kompa, Beau Coker:
Learning a Latent Space of Highly Multidimensional Cancer Data. PSB 2020: 379-390 - [c1]Beau Coker, Melanie Fernandes Pradier, Finale Doshi-Velez:
PoRB-Nets: Poisson Process Radial Basis Function Networks. UAI 2020: 1338-1347
Informal and Other Publications
- 2022
- [i8]Beau Coker, Wessel P. Bruinsma, David R. Burt, Weiwei Pan, Finale Doshi-Velez:
Wide Mean-Field Bayesian Neural Networks Ignore the Data. CoRR abs/2202.11670 (2022) - [i7]Wenying Deng, Beau Coker, Jeremiah Zhe Liu, Brent A. Coull:
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees. CoRR abs/2204.07293 (2022) - [i6]Jiayu Yao, Yaniv Yacoby, Beau Coker, Weiwei Pan, Finale Doshi-Velez:
An Empirical Analysis of the Advantages of Finite- v.s. Infinite-Width Bayesian Neural Networks. CoRR abs/2211.09184 (2022) - 2021
- [i5]Beau Coker, Weiwei Pan, Finale Doshi-Velez:
Wide Mean-Field Variational Bayesian Neural Networks Ignore the Data. CoRR abs/2106.07052 (2021) - 2019
- [i4]Benjamin Kompa, Beau Coker:
Learning a Generative Model of Cancer Metastasis. CoRR abs/1901.06023 (2019) - [i3]Beau Coker, Melanie F. Pradier, Finale Doshi-Velez:
Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks. CoRR abs/1912.05779 (2019) - 2018
- [i2]Beau Coker, Cynthia Rudin, Gary King:
A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results. CoRR abs/1804.08646 (2018) - [i1]Cynthia Rudin, Caroline Wang, Beau Coker:
The age of secrecy and unfairness in recidivism prediction. CoRR abs/1811.00731 (2018)
Coauthor Index
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