Kshitij Khare

According to our database, Kshitij Khare authored at least 8 papers between 2012 and 2023.

Collaborative distances:

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

2023

A non-parametric approach for estimating consumer valuation distributions using second price auctions.

Sourav Mukherjee, Rohit K. Patra, Kshitij Khare

CoRR, 2023

2022

A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions.

Srijata Samanta, Kshitij Khare, George Michailidis

Stat. Comput., 2022

2020

Consistent Bayesian sparsity selection for high-dimensional Gaussian DAG models with multiplicative and beta-mixture priors.

Xuan Cao, Kshitij Khare, Malay Ghosh

J. Multivar. Anal., 2020

2019

A scalable sparse Cholesky based approach for learning high-dimensional covariance matrices in ordered data.

Kshitij Khare, Sang-Yun Oh, Syed Rahman, Bala Rajaratnam

Mach. Learn., 2019

2017

Generalized Pseudolikelihood Methods for Inverse Covariance Estimation.

Alnur Ali, Kshitij Khare, Sang-Yun Oh, Bala Rajaratnam

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2014

Asymptotic expansion of the posterior density in high dimensional generalized linear models.

Shibasish Dasgupta, Kshitij Khare, Malay Ghosh

J. Multivar. Anal., 2014

Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection.

Sang-Yun Oh, Onkar Dalal, Kshitij Khare, Bala Rajaratnam

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2012

Geometric ergodicity of the Gibbs sampler for Bayesian quantile regression.

Kshitij Khare, James P. Hobert

J. Multivar. Anal., 2012