Basu, Sumanta

1. Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models
   2016/01/05 by Jiahe Lin, Sumanta Basu, Lin, Jiahe +5 · 2 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. Sparse Identification and Estimation of Large-Scale Vector AutoRegressive Moving Averages
   2017/07/28 by Wilms, Ines, Basu, Sumanta, Bien, Jacob +1 · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
3. Network Granger Causality with Inherent Grouping Structure
   2012/10/13 by Sumanta Basu, Ali Shojaie, Basu, Sumanta +3 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
4. Interpretable Vector AutoRegressions with Exogenous Time Series
   2017/11/09 by Wilms, Ines, Basu, Sumanta, Bien, Jacob +1 · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML)
5. Graphical models for nonstationary time series
   2021/09/17 by Basu, Sumanta, Rao, Suhasini Subba · 1 citation
   #62M10 #FOS: Mathematics #Statistics Theory (math.ST)
6. Signed iterative random forests to identify enhancer-associated transcription factor binding
   2018/10/16 by Karl Kumbier, Sumanta Basu, Kumbier, Karl +9 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #FOS: Computer and information sciences #Genomics and Chromatin Dynamics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #RNA Research and Splicing #RNA and protein synthesis mechanisms
7. Modeling Multivariate Positive-Valued Time Series Using R-INLA
   2022/06/10 by Dutta, Chiranjit, Ravishanker, Nalini, Basu, Sumanta · 1 citation
   #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Statistical Finance (q-fin.ST)
8. Regularized Estimation of Sparse Spectral Precision Matrices
   2024/01/20 by Deb, Navonil, Kuceyeski, Amy, Basu, Sumanta · 1 citation
   #62H12 #62H22 #62M10 #62M15 #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)