Guilherme Rocha
Guilherme Rocha
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The composite absolute penalties family for grouped and hierarchical variable selection
P Zhao, G Rocha, B Yu
The Annals of Statistics 37 (6A), 3468-3497, 2009
Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients
J Stebbing, V Krishnan, S de Bono, S Ottaviani, G Casalini, ...
EMBO molecular medicine 12 (8), e12697, 2020
Comparison of baricitinib, upadacitinib, and tofacitinib mediated regulation of cytokine signaling in human leukocyte subpopulations
IB McInnes, NL Byers, RE Higgs, J Lee, WL Macias, S Na, RA Ortmann, ...
Arthritis research & therapy 21, 1-10, 2019
Discussion: A tale of three cousins: Lasso, L2Boosting and Dantzig
N Meinshausen, G Rocha, B Yu
The Annals of Statistics 35 (6), 2373-2384, 2007
Gene expression and pharmacodynamic changes in 1,760 systemic lupus erythematosus patients from two phase III trials of BAFF blockade with tabalumab
RW Hoffman, JT Merrill, MME Alarcón‐Riquelme, M Petri, ER Dow, ...
Arthritis & rheumatology 69 (3), 643-654, 2017
A path following algorithm for sparse pseudo-likelihood inverse covariance estimation (splice)
GV Rocha, P Zhao, B Yu
arXiv preprint arXiv:0807.3734, 2008
Adding community and dynamic to topic models
D Li, Y Ding, X Shuai, J Bollen, J Tang, S Chen, J Zhu, G Rocha
Journal of Informetrics 6 (2), 237-253, 2012
Baricitinib-associated changes in global gene expression during a 24-week phase II clinical systemic lupus erythematosus trial implicates a mechanism of action through multiple …
T Dörner, Y Tanaka, MA Petri, JS Smolen, DJ Wallace, ER Dow, RE Higgs, ...
Lupus Science & Medicine 7 (1), e000424, 2020
A multivariate conditional autoregressive range model
M Fernandes, B de Sá Mota, G Rocha
Economics Letters 86 (3), 435-440, 2005
The nutritionally responsive transcriptome of the polyphenic beetle Onthophagus taurus and the importance of sexual dimorphism and body region
T Kijimoto, EC Snell-Rood, MH Pespeni, G Rocha, K Kafadar, AP Moczek
Proceedings of the Royal Society B: Biological Sciences 281 (1797), 20142084, 2014
Grouped and hierarchical model selection through composite absolute penalties. Department of Statistics
P Zhao, G Rocha, B Yu
University of California; Berkeley, 2006
Distributed modal identification using restricted auto regressive models
SN Pakzad, GV Rocha, B Yu
International Journal of Systems Science 42 (9), 1473-1489, 2011
Asymptotic distribution and sparsistency for l1-penalized parametric M-estimators with applications to linear SVM and logistic regression
GV Rocha, X Wang, B Yu
arXiv preprint arXiv:0908.1940, 2009
Vitamin D and/or calcium deficient diets may differentially affect muscle fiber neuromuscular junction innervation
DJ Gifondorwa, TD Thompson, J Wiley, AE Culver, PK Shetler, GV Rocha, ...
Muscle & nerve 54 (6), 1120-1132, 2016
Pharmacological characterization of a potent inhibitor of autotaxin in animal models of inflammatory bowel disease and multiple sclerosis
K Thirunavukkarasu, B Tan, CA Swearingen, G Rocha, HH Bui, ...
Journal of Pharmacology and Experimental Therapeutics 359 (1), 207-214, 2016
Post-hoc assessment of the immunogenicity of three antibodies reveals distinct immune stimulatory mechanisms
RE Walsh, M Lannan, Y Wen, X Wang, CA Moreland, J Willency, ...
MAbs 12 (1), 1764829, 2020
P059 Ex vivo comparison of baricitinib, upadacitinib, filgotinib and tofacitinib for cytokine signalling in human leukocyte subpopulations
IB McInnes, R Higgs, J Lee, WL Macias, S Na, RA Ortmann, G Rocha, ...
Annals of the Rheumatic Diseases 77 (Suppl 1), A38-A38, 2018
Regularized minimum-variance portfolios using asset group information
M Fernandes, G Rocha, T Souza
Bin Yu
P Zhao, J Wu
On model selection consistency of lasso. JMLR, 2006a 1, 2004
Evolutionary and ecological genomics of developmental plasticity: novel approaches and first insights from the study of horned beetles
AP Moczek, T Kijimoto, E Snell-Rood, G Rocha, M Pespeni, K Kafadar
Ecological Genomics: Ecology and the Evolution of Genes and Genomes, 127-148, 2014
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