Mallick, Bani K.

1. Fast sampling with Gaussian scale-mixture priors in high-dimensional regression
   2015/06/15 by Anirban Bhattacharya, Bhattacharya, Anirban, Antik Chakraborty +3 · 12 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #stat.CO
2. Bayesian sparse multiple regression for simultaneous rank reduction and\n variable selection
   2016/12/02 by Antik Chakraborty, Anirban Bhattacharya, Chakraborty, Antik +3 · 2 citations
   Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
3. Quantile Graphical Models: Bayesian Approaches
   2016/11/08 by Nilabja Guha, Veera Baladandayuthapani, Guha, Nilabja +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #FOS: Computer and information sciences #Gene expression and cancer classification #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
4. Bayesian Low Rank and Sparse Covariance Matrix Decomposition
   2013/10/15 by Lin Zhang, Zhang, Lin, Abhra Sarkar +3 · 2 citations
   Economics, Econometrics and Finance · Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Spatial and Panel Data Analysis #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #stat.ME
5. Structured Optimal Variational Inference for Dynamic Latent Space Models
   2022/09/29 by Peng Zhao, Zhao, Peng, Anirban Bhattacharya +5 · 2 citations
   Computer Science · Mathematics · Neuroscience · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
6. Bayesian sparse graphical models and their mixtures using lasso selection priors
   2013/10/03 by Rajesh Talluri, Talluri, Rajesh, Veerabhadran Baladandayuthapani +3 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #stat.ME
7. Graphical Dirichlet Process for Clustering Non-Exchangeable Grouped Data
   2023/02/17 by Arhit Chakrabarti, Yang Ni, Chakrabarti, Arhit +9 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
8. A Conditional Density Estimation Partition Model Using Logistic Gaussian\n Processes
   2017/03/20 by Richard D. Payne, Payne, Richard D., Nilabja Guha +5 · 1 citation
   Computer Science · #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models
9. Tail-adaptive Bayesian shrinkage
   2020/07/04 by Se Yoon Lee, Lee, Se Yoon, Zhao, Peng +4 · 1 citation
   Engineering · #Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Reservoir Engineering and Simulation Methods #Statistics Theory (math.ST)
10. Bayesian Variable Selection in Multivariate Nonlinear Regression with Graph Structures
    2020/10/27 by Yabo Niu, Niu, Yabo, Nilabja Guha +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Metabolomics and Mass Spectrometry Studies #Methodology (stat.ME) #Spectroscopy and Chemometric Analyses #Statistics Theory (math.ST)
11. Bayes Regularized Graphical Model Estimation in High Dimensions
    2013/08/19 by Suprateek Kundu, Veera Baladandayuthapani, Kundu, Suprateek +3 · 1 citation
    Computer Science · Environmental Science · Mathematics · #Bayesian Methods and Mixture Models #Soil Geostatistics and Mapping #Statistical Methods and Inference #stat.ME