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Eigenvectors, Heat Kernels, and Low Dimensional Representation of Data Sets
Presenter
- Peter Jones
May 5, 2014
ICERM
Anti-differentiating approximation alogrithms for min-cuts and new relationships between Page Rank, spectral, and localized flow
Presenter
- David Gleich
April 10, 2014
ICERM
Approximate Spectral Clustering via Randomized Sketching
Presenter
- Christos Boutsidis
April 9, 2014
ICERM
Guaranteed Tensor Decomposition through Alternating Rank-1 Updates
Presenter
- Anima Anandkumar
April 9, 2014
ICERM
A Simple, Electrical, Gradient Descent Algorithm for Approximate Max Flow
Presenter
- Nikhil Srivastava
April 9, 2014
ICERM
A simple parallel algorithm for spectral graph sparsification
Presenter
- Yiannis Koutis
April 9, 2014
ICERM
Heat Kernel Pagerank as a Linear Solver and Applications to Consensus Problems
Presenter
- Olivia Simpson
April 8, 2014
ICERM
Random Walks as a Stable Analogue of Eigenvectors with Applications to Nearly-Linear-Time Graph Partitioning
Presenter
- Lorenzo Orecchia
April 8, 2014
ICERM