Sach Mukherjee

According to our database1, Sach Mukherjee authored at least 23 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Ancestral causal learning in high dimensions with a human genome-wide application.
CoRR, 2019

Model-based clustering in very high dimensions via adaptive projections.
CoRR, 2019

2018
SCCA-Ref: Novel Sparse Canonical Correlation Analysis with Reference to Discover Independent Spatial Associations Between White Matter Hyperintensities and Atrophy.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

2017
Molecular heterogeneity at the network level: high-dimensional testing, clustering and a TCGA case study.
Bioinformatics, 2017

2016
Exact estimation of multiple directed acyclic graphs.
Statistics and Computing, 2016

Estimating Causal Structure Using Conditional DAG Models.
J. Mach. Learn. Res., 2016

A Gibbs Sampler for Learning DAGs.
J. Mach. Learn. Res., 2016

2014
Causal network inference using biochemical kinetics.
Bioinformatics, 2014

Joint Structure Learning of Multiple Non-Exchangeable Networks.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013
Network-based clustering with mixtures of L1-penalized Gaussian graphical models: an empirical investigation
CoRR, 2013

Network inference using steady-state data and Goldbeter-Koshland kinetics.
Bioinformatics, 2013

2012
Integrating biological knowledge into variable selection: an empirical Bayes approach with an application in cancer biology.
BMC Bioinformatics, 2012

Bayesian Inference of Signaling Network Topology in a Cancer Cell Line.
Bioinformatics, 2012

2011
Network clustering: probing biological heterogeneity by sparse graphical models.
Bioinformatics, 2011

2010
Temporal clustering by affinity propagation reveals transcriptional modules in Arabidopsis thaliana.
Bioinformatics, 2010

MC4: A Tempering Algorithm for Large-Sample Network Inference.
Proceedings of the Pattern Recognition in Bioinformatics, 2010

2009
Multiple Hypothesis Testing for Data Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Sparse combinatorial inference with an application in cancer biology.
Bioinformatics, 2009

2006
Next station in microarray data analysis: GEPAS.
Nucleic Acids Research, 2006

2005
A Theoretical Analysis of the Selection of Differentially Expressed Genes.
J. Bioinformatics and Computational Biology, 2005

Data-adaptive test statistics for microarray data.
Proceedings of the ECCB/JBI'05 Proceedings, Fourth European Conference on Computational Biology/Sixth Meeting of the Spanish Bioinformatics Network (Jornadas de BioInformática), Palacio de Congresos, Madrid, Spain, September 28, 2005

2004
Probabilistic Consistency Analysis for Gene Selection.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

A Theoretical Analysis of Gene Selection.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004


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