Kshitij Khare

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 6

Top Topics

Optimization Methods

High Dimensional

Top Venues

J. Multivar. Anal.

Publications

Sourav Mukherjee, Rohit K. Patra, Kshitij Khare
A non-parametric approach for estimating consumer valuation distributions using second price auctions. CoRR (2023)
Jiayuan Zhou, Kshitij Khare, Sanvesh Srivastava
Asynchronous and Distributed Data Augmentation for Massive Data Settings. J. Comput. Graph. Stat. 32 (3) (2023)
Srijata Samanta, Kshitij Khare, George Michailidis
A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions. Stat. Comput. 32 (3) (2022)
Xuan Cao, Kshitij Khare, Malay Ghosh
Consistent Bayesian sparsity selection for high-dimensional Gaussian DAG models with multiplicative and beta-mixture priors. J. Multivar. Anal. 179 (2020)
Kshitij Khare, Sang-Yun Oh, Syed Rahman, Bala Rajaratnam
A scalable sparse Cholesky based approach for learning high-dimensional covariance matrices in ordered data. Mach. Learn. 108 (12) (2019)
Alnur Ali, Kshitij Khare, Sang-Yun Oh, Bala Rajaratnam
Generalized Pseudolikelihood Methods for Inverse Covariance Estimation. AISTATS (2017)
Sang-Yun Oh, Onkar Dalal, Kshitij Khare, Bala Rajaratnam
Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection. NIPS (2014)
Sang-Yun Oh, Onkar Dalal, Kshitij Khare, Bala Rajaratnam
Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection. CoRR (2014)
Shibasish Dasgupta, Kshitij Khare, Malay Ghosh
Asymptotic expansion of the posterior density in high dimensional generalized linear models. J. Multivar. Anal. 131 (2014)
Kshitij Khare, James P. Hobert
Geometric ergodicity of the Gibbs sampler for Bayesian quantile regression. J. Multivar. Anal. 112 (2012)