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Steven M. Hill
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2020 – today
- 2021
- [j7]James Howlett, Steven M. Hill, Craig W. Ritchie, Brian D. M. Tom:
Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer's Dementia Longitudinal Cohort. Frontiers Big Data 4: 676168 (2021) - 2020
- [j6]Fan Wang, Sach Mukherjee, Sylvia Richardson, Steven M. Hill:
High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking. Stat. Comput. 30(3): 697-719 (2020)
2010 – 2019
- 2019
- [j5]Steven M. Hill, Chris J. Oates, Duncan A. J. Blythe, Sach Mukherjee:
Causal Learning via Manifold Regularization. J. Mach. Learn. Res. 20: 127:1-127:32 (2019) - 2017
- [j4]Nicolas Städler, Frank Dondelinger, Steven M. Hill, Rehan Akbani, Yiling Lu, Gordon B. Mills, Sach Mukherjee:
Molecular heterogeneity at the network level: high-dimensional testing, clustering and a TCGA case study. Bioinform. 33(18): 2890-2896 (2017) - 2015
- [i2]Thomas Cokelaer, Mukesh Bansal, Christopher Bare, Erhan Bilal, Brian M. Bot, Elias Chaibub Neto, Federica Eduati, Mehmet Gönen, Steven M. Hill, Bruce R. Hoff, Jonathan R. Karr, Robert Küffner, Michael P. Menden, Pablo Meyer, Raquel Norel, Abhishek Pratap, Robert J. Prill, Matthew T. Weirauch, James C. Costello, Gustavo Stolovitzky, Julio Saez-Rodriguez:
DREAMTools: a Python package for scoring collaborative challenges. F1000Research 4: 1030 (2015) - 2013
- [i1]Steven M. Hill, Sach Mukherjee:
Network-based clustering with mixtures of L1-penalized Gaussian graphical models: an empirical investigation. CoRR abs/1301.2194 (2013) - 2012
- [j3]Steven M. Hill, Yiling Lu, Jennifer Molina, Laura Heiser, Paul T. Spellman, Terence P. Speed, Joe W. Gray, Gordon B. Mills, Sach Mukherjee:
Bayesian Inference of Signaling Network Topology in a Cancer Cell Line. Bioinform. 28(21): 2804-2810 (2012) - [j2]Steven M. Hill, Richard M. Neve, Nora Bayani, Wen-Lin Kuo, Safiyyah Ziyad, Paul T. Spellman, Joe W. Gray, Sach Mukherjee:
Integrating biological knowledge into variable selection: an empirical Bayes approach with an application in cancer biology. BMC Bioinform. 13: 94 (2012) - 2011
- [j1]Sach Mukherjee, Steven M. Hill:
Network clustering: probing biological heterogeneity by sparse graphical models. Bioinform. 27(7): 994-1000 (2011) - 2010
- [c1]Daniel James Barker, Steven M. Hill, Sach Mukherjee:
MC4: A Tempering Algorithm for Large-Sample Network Inference. PRIB 2010: 431-442
Coauthor Index
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