Coker, Beau

5 publications

ICMLW 2023 Implications of Gaussian Process Kernel Mismatch for Out-of-Distribution Data Beau Coker, Finale Doshi-Velez

AISTATS 2022 Wide Mean-Field Bayesian Neural Networks Ignore the Data Beau Coker, Wessel P. Bruinsma, David R. Burt, Weiwei Pan, Finale Doshi-Velez

NeurIPSW 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

NeurIPS 2022 Towards a Unified Framework for Uncertainty-Aware Nonlinear Variable Selection with Theoretical Guarantees Wenying Deng, Beau Coker, Rajarshi Mukherjee, Jeremiah Liu, Brent Coull

UAI 2020 PoRB-Nets: Poisson Process Radial Basis Function Networks Beau Coker, Melanie Fernandez Pradier, Finale Doshi-Velez