Mukherjee, Sach

1. Deep Learning of Causal Structures in High Dimensions
   2022/12/09 by Kai Lagemann, Lagemann, Kai, Christian Lagemann +5 · 3 citations
   Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
2. Evaluation of Causal Structure Learning Algorithms via Risk Estimation
   2020/06/27 by Marco F. Eigenmann, Eigenmann, Marco F., Sach Mukherjee +3 · 2 citations
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning and Algorithms #Methodology (stat.ME) #Multi-Criteria Decision Making
3. High-dimensional regression over disease subgroups
   2016/11/03 by Frank Dondelinger, Sach Mukherjee, Dondelinger, Frank +2 · 1 citation
   Computer Science · Engineering · Mathematics · #Applications (stat.AP) #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
4. Tailored Bayes: a risk modelling framework under unequal misclassification costs
   2021/04/05 by Solon Karapanagiotis, Umberto Benedetto, Karapanagiotis, Solon +7 · 1 citation
   Mathematics · Decision Sciences · #Statistical Methods and Inference #Advanced Statistical Process Monitoring #Statistical Methods and Bayesian Inference
5. Two-Sample Testing in High-Dimensional Models
   2012/10/16 by Nicolas Städler, Städler, Nicolas, Sach Mukherjee +1 · 2 citations
   Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials
6. High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking
   2018/07/27 by Fan Wang, Wang, Fan, Sach Mukherjee +5 · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Gaussian Processes and Bayesian Inference