Last ten or so pubs of Manfred K. Warmuth
Last ten or so pubs of Manfred K. Warmuth
Boosting Algorithms for Maximizing the Soft Margin
[NIPS07 paper]
Winnowing subspaces
[ICML07 paper]
[talk]
Online Kernel PCA with entropic matrix updates
[ICML07 paper]
[talk]
Learning permutations with exponential weights
[COLT07 paper]
[talk]
Engineering Proteinase K Using Machine Learning and
Synthetic Genes
[BMC Biotechnology paper, vol 7:16, 2007]
[ppt talk]
Randomized PCA Algorithms with Regret Bounds that are
Logarithmic in the Dimension
[NIPS06 paper]
[talk]
[journal submission]
A Bayesian Probability Calculus for Density Matrices
[UAI06 paper]
[talk]
[journal submission]
Totally Corrective Boosting Algorithm that Maximize the Margin
[ICML06 paper]
[talk]
On-line Variance Minimization
[Colt06 paper]
[talk w. PCA results]
Continuous Experts and the Binning Algorithm
[Colt06 paper]
[talk]
Leaving the Span
[COLT05 paper]
[Journal submission]
[talk]