Birs- 17w5131: Statistical and Computational Challenges in Large Scale Molecular Biology

  1. Title:
    Large scale machine learning tutorial
    Speaker:
    Eric Xing

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703270918-Xing.html

  2. Title:
    QRank: A novel quantile regression tool for eQTL discovery
    Speaker:
    Gen Li

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271036-Li.html

  3. Title:
    Representing Genetic Determinants in Bacterial GWAS with Compacted De Bruijn Graphs
    Speaker:
    Laurent Jacob

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271103-Jacob.html

  4. Title:
    Post hoc inference for multiple testing
    Speaker:
    Pierre Neuvial

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271130-Neuvial.html

  5. Title:
    Inferring function from constrained coding regions in the human genome
    Speaker:
    Aaron Quinlan

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271420-Quinlan.html

  6. Title:
    Systematic Discovery of Conservation States for Single-Nucleotide Annotation of the Human Genome
    Speaker:
    Jason Ernst

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271531-Ernst.html

  7. Title:
    Brain region-specific DNA methylation and chromatin accessibility
    Speaker:
    Kasper Hansen

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271556-Hansen.html

  8. Title:
    Longitudinal study of gene expression in a Swedish population sample
    Speaker:
    Brunilda Balliu

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271622-Balliu.html

  9. Title:
    Impact of regulatory variation across human iPSCs and differentiated cells
    Speaker:
    Yoav Gilad

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271654-Gilad.html

  10. Title:
    Investigating the source and function of most of the genome: endogenous retroelements and the proteins that bind them
    Speaker:
    Tim Hughes

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703271721-Hughes.html

  11. Title:
    Delineating the mode and tempo of human tumor evolution
    Speaker:
    Christina Curtis

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703280959-Curtis.html

  12. Title:
    Studying the 3D structure of the P falciparum's genome by modeling contact counts as random Negative Binomial variables
    Speaker:
    Nelle Varoquaux

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703281050-Varoquaux.html

  13. Title:
    Algorithms for Inferring Evolution and Migration of Tumors
    Speaker:
    Ben Raphael

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703281118-Raphael.html

  14. Title:
    Cancer stratification from mutation profiles
    Speaker:
    Jean-Philippe Vert

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703281330-Vert.html

  15. Title:
    The links between DNA variation and complex traits
    Speaker:
    Yang Li

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703281357-Li.html

  16. Title:
    Bayesian matrix factorization with side information and application to drug-target activity prediction and gene prioritization
    Speaker:
    Yves Moreau

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703281425-Moreau.html

  17. Title:
    Heritability estimation in high-dimensional sparse linear mixed models
    Speaker:
    Anna Bonnet

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703281538-Bonnet.html

  18. Title:
    Mediation analysis, multi-tissue factor QTLs, EHRs, transfer learning in deep CNNs for genetics
    Speaker:
    Manolis Kellis

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703281628-Kellis.html

  19. Title:
    The major determinants of genome-wide splicing efficiency in flies
    Speaker:
    Athma Pai

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703281656-Pai.html

  20. Title:
    Towards automated population genetic inference using deep neural networks
    Speaker:
    Sara Sheehan

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5131/videos/watch/201703290902-Sheehan.html