Talk, Probabilistic Modeling in Genomics (ProbGen), Vienna BioCenter, Vienna, Austria
Results on a modeling study to interrelate the structure and function of gene regulatory networks. Characterized the impact of network summary statistics on the distribution of effects from genetic and experimental perturbations, and discussed implications for inference tasks on observational and interventional data sources.
Poster, The Biology of Genomes Conference (BoG), Cold Spring Harbor, NY, USA
Preliminary results on a simulation study to interrelate the structure and function of gene regulatory networks. Characterized the impact of network summary statistics on the distribution of effects from genetic and experimental perturbations.
Poster, Annual meeting of the American Society of Human Genetics (ASHG), Los Angeles, CA, USA
Preliminary results on a simulation study to interrelate the structure and function of gene regulatory networks. Characterized the impact of network summary statistics on the distribution of effects from genetic and experimental perturbations.
Chalk Talk, Computational Genomics Summer Institute, University of California Los Angeles, Los Angeles CA, USA
I attended the first short program of the Computational Genomics Summer Institute (CGSI) and gave a chalk talk describing a technique to simulate gene regulatory networks (GRNs) with realistic structure, function, and expression data.
Poster, National Library of Medicine Training Informatics Conference, University of Buffalo, Buffalo NY, USA
Preliminary description of methods to simulate gene regulatory networks (GRNs) with realistic structure, function, and expression data, with early results to connect the statistical genetic basis of complex traits in context of GRNs. Presented as a poster at the “National Library of Medicine Training Informatics Conference” (NLM-ITC) hosted by the University of Buffalo – more information about the training conference can be found here.
Poster, Population, Evolutionary, and Quantitative Genetics Conference, Asilomar Conference Grounds, Pacific Grove CA, USA
Preliminary description of methods to simulate gene regulatory networks (GRNs) with realistic structure, function, and expression data, with early results to connect the statistical genetic basis of complex traits in context of GRNs. Presented as a poster at the “Population, Evolutionary, and Quantitative Genetics Conference” (PEQG 2022), hosted by the Genetics Society of America (GSA).
Talk, Microsoft Research PhD Fellowship Research Showcase, Virtual (Microsoft Research)
Preliminary description of methods to simulate gene regulatory networks (GRNs) with realistic structure, function, and expression data, with early results with implications for GRN structure inference tasks and the statistical basis of complex trait heritability. Given as a talk to Microsoft Research via the “Microsoft Research PhD Fellowship Research Showcase”, which highlights research conducted by the Microsoft Research PhD Fellows.
Poster, National Library of Medicine Training Informatics Conference, Virtual (University of Washington)
Preliminary results towards developing a deep convolutional neural network to predict local ancestry tracts in whole-genome sequence data. Presented as a poster at the “National Library of Medicine Training Informatics Conference” (NLM-ITC) hosted by the University of Washington – more information about the training conference can be found here. This project has been posted as an arXiv preprint.
Poster, Conference on Neural Information Processing Systems (NeurIPS), Virtual
Preliminary results towards developing a deep convolutional neural network to predict local ancestry tracts in whole-genome sequence data. Presented as a poster at the “Learning Meaningful Representations of Life” (LMRL) workshop. Now posted as an arXiv preprint.
Poster, Annual meeting of the American Society of Human Genetics (ASHG), Virtual
Preliminary results towards developing a deep convolutional neural network to predict local ancestry tracts in whole-genome sequence data. Selected as a reviewer’s choice abstract (scored by reviewers in top 10% of all poster abstracts), and presented as a Poster Talk. Now posted as an arXiv preprint.
Poster, Annual meeting of the American Society of Human Genetics (ASHG), Houston, Texas
Preliminary results on efforts towards a joint model of polygenic risk for multiple phenotypes, with focus on common complex diseases. Now published in the European Journal of Human Genetics.
Talk, Statens Serum Institut, Copenhagen, Denmark
Research presentation describing the genomic landscape and medical consequences of copy-number variants called from array genotypes in ~500,000 participants of the UK Biobank study. Now published in the American Journal of Human Genetics.
Talk, 23andme Genome Research Day, Mountain View, CA
Talk (by application) on project to call copy-number variants in ~500,000 participants of the UK Biobank study. Now published in the American Journal of Human Genetics.
Poster, Annual meeting of the American Society of Human Genetics (ASHG), San Diego, California
Preliminary results from project to call copy-number variants in ~500,000 participants of the UK Biobank study. Now published in the American Journal of Human Genetics.