Publications

Omid Shams Solari, Farzad Pourbabaee (2022). Tail Probability Estimation of Factor Models with Regularly-Varying Tails: Asymptotics and Efficient Estimation. Available at SSRN 4078304.

Erik Gafni, Adam Harvey, Artur Jaroszewicz, Omid Shams Solari, Jane Landolin, Mouadh Barbirou, Amanda Miller, Peter J Tonellato, Anshul Kundaje, Stefanie S Jeffrey, Others (2021). Cell-free DNA fragments inform epigenomic mechanisms for early detection of breast cancer. Cancer Research.

Omid S Solari, James B Brown, Peter J Bickel (2019). Sparse canonical correlation analysis via concave minimization. arXiv preprint arXiv:1909.07947.

Omid Shams Solari (2019). Large-Scale Interpretable Multi-View Learning for Very High-Dimensional Problems with Application to Multi-Omic Data.

Omid Shams Solari (2019). Large-Scale Interpretable Multi-View Learning for Very High-Dimensional Problems with.

Farzad Pourbabaee, Omid Shams Solari (2019). Large Deviations of Linear Models with Regularly-Varying Tails: Asymptotics and Efficient Estimation. arxiv.

Hamutal Arbel, Sumanta Basu, William W Fisher, Ann S Hammonds, Kenneth H Wan, Soo Park, Richard Weiszmann, Benjamin W Booth, Soile v Keranen, Clara Henriquez, Omid Shams Solari, Others (2019). Exploiting regulatory heterogeneity to systematically identify enhancers with high accuracy. Proceedings of the National Academy of Sciences.

Omid Shams Solari, Rojin Safavi, James B Brown (2019). BLOCCS: Block Sparse Canonical Correlation Analysis With Application To Interpretable Omics Integration. arXiv preprint arXiv:1909.07944.

Omid Shams Solari, Rojin Safavi, James B Brown (2019). BLOCCS: Block Sparse Canonical Correlation Analysis With Application To Interpretable Omics Integration. arXiv e-prints.

Jouni Kvist, Camila Gonçalves Athanàsio, Omid Shams Solari, James B Brown, John K Colbourne, Michael E Pfrender, Leda Mirbahai (2018). Pattern of DNA methylation in Daphnia: evolutionary perspective. Genome biology and evolution.