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Kshitij Khare
Publication Activity (10 Years)
Years Active: 2012-2023
Publications (10 Years): 5
Top Topics
High Dimensional
Optimization Methods
Top Venues
CoRR
J. Multivar. Anal.
Mach. Learn.
AISTATS
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Publications
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Sourav Mukherjee
,
Rohit K. Patra
,
Kshitij Khare
A non-parametric approach for estimating consumer valuation distributions using second price auctions.
CoRR
(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)