Unsupervised Learning Working Group
Summer 2003
The group will focus mainly on Cluster Analysis and Unsupervised Learning Methods.
Organizers:
Werner Stuetzle
,
Rebecca Nugent
and,
Jeremy Tantrum
Schedule:
All meetings will be in Padelford C301 at 1:30 pm.
- Thursday,August 07, 2003
- Rebecca Nugent
, Dept. of Statistics, University of Washington
- "Clustering with Confidence"
- Pradeep Shenoy, Computer Science, University of Washington
- "Introduction to EEGs"
- Tuesday, August 12, 2003
- Jeremy Tantrum
, Center for Studies in Demography
and Ecology, University of Washington
- "Hierarchical Clustering Revisited"
- Larissa Stanberry, Statistics, University of Washington
- "Multidimensional Scaling"
-
- Rebecca Nugent
, Statistics, University of Washington
- "Update: Comparing Methods of Finding Simultaneous Coverage"
- Anne Thissen-Roe & Buz Hunt, Psychology, University of Washington
- "Facet Detection"
-
Tuesday,
August 19, 2003
- Werner Stuetzle
, Statistics, University of
Washington
- "Clustering Objects on Subsets of Attributes"
- Authors: J.H. Friedman and J.J. Meulman.
- Nema Dean
, Statistics, University of Washington
- "Plaid Models for Gene Expression Data"
- Authors: Laura Lazzeroni, Art Owen (Stanford)
- "Collaborative Filtering Via Gaussian Probabilistic Latent Semantic
Analysis"
- Authors: T Hofmann
-
- Thursday,
August 21, 2003
- Jeremy Tantrum
, Center for Studies in Demography
and Ecology, University of Washington
- "Hierarchical Clustering Revisited, revisited"
- Tuesday, August 26, 2003
- Rebecca Nugent
, Statistics, University of Washington
- "On Spectral Clustering: Analysis and an algorithm"
- Authors: Ng, Jordan and Weiss
-
Thursday,August 28, 2003
- John Storey, Biostatistics, University of
Washington
- "Multiple Comparisons and False Discovery Rates"