Daniel Marbach
Molecular Biology · 2009–2019
A researcher in the Science corpus: 10 papers; trusts 13 researchers and is trusted by 13 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 149 citations into it; #4,184 of 17,773 by trust here, #3,737 by citations
- Genetics — 59 citations into it
- Statistical and Nonlinear Physics — 26 citations into it
Whom Daniel Marbach trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Nir Friedman
- Ron Milo
- S. Shen-Orr
- Mark Newman
- Robert Tibshirani
- Thomas G. Dietterich
- Uri Alon
- Thomas Schaffter
- Katia Basso
- David Angeli
Who trusts Daniel Marbach overall
- Alain Hauser
- Preetam Nandy
- Thalia E. Chan
- Vân Anh Huynh-Thu
- Antti Hyttinen
- Chris J. Oates
- Nicolas Le Novère
- Robert J. Prill
- Matthew James Vowels
- Marloes H. Maathuis
Papers from Daniel Marbach's perspective
Ordered by how strongly the researchers Daniel Marbach trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Using Bayesian Networks to Analyze Expression Data (Annual International Conference on Research in Computational Molecular Biology)
- Addendum: Regularization and variable selection via the elastic net
- Gene Ontology: tool for the unification of biology
- Network motifs: simple building blocks of complex networks.
- ImageNet classification with deep convolutional neural networks
- Network motifs in the transcriptional regulation network of Escherichia coli (Nature Genetics)
- Transcriptional regulatory code of a eukaryotic genome (Nature)
- Inferring Genetic Networks and Identifying Compound Mode of Action via Expression Profiling (Science)
- Reverse engineering of regulatory networks in human B cells (Nature Genetics)
Their papers
- Open Community Challenge Reveals Molecular Network Modules with Key Roles in Diseases (2018) — 30 citations
- Towards a Rigorous Assessment of Systems Biology Models: The DREAM3 Challenges (2010) — 478 citations
- Wisdom of crowds for robust gene network inference (2012) — 1,736 citations
- Assessment of network module identification across complex diseases (2019) — 268 citations
- Revealing strengths and weaknesses of methods for gene network inference (2010) — 795 citations
- Generating Realistic In Silico Gene Networks for Performance Assessment of Reverse Engineering Methods (2009) — 491 citations
- Identification of Functional Elements and Regulatory Circuits by Drosophila modENCODE (2010) — 820 citations
- Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases (2016) — 303 citations
- Fast and Rigorous Computation of Gene and Pathway Scores from SNP-Based Summary Statistics (2016) — 322 citations
- Identification of functional elements and regulatory circuits by Drosophila modENCODE (2011) — 526 citations