James E. Johndrow

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 4

Top Topics

Computational Efficiency

Statistics And Machine Learning

Fusion Framework

Top Venues

J. Mach. Learn. Res.

Publications

James E. Johndrow, Paulo Orenstein, Anirban Bhattacharya
Scalable Approximate MCMC Algorithms for the Horseshoe Prior. J. Mach. Learn. Res. 21 (2020)
Leo L. Duan, James E. Johndrow, David B. Dunson
Scaling up Data Augmentation MCMC via Calibration. J. Mach. Learn. Res. 19 (2018)
James E. Johndrow, Aaron Smith, Natesh S. Pillai, David B. Dunson
Inefficiency of Data Augmentation for Large Sample Imbalanced Data. CoRR (2016)
Kristian Lum, James E. Johndrow
A statistical framework for fair predictive algorithms. CoRR (2016)
James E. Johndrow, David B. Dunson, Kristian Lum
Diagonal Orthant Multinomial Probit Models. AISTATS (2013)