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Welcome to our reading group. An initial, suggestive list of topics that we will mainly focus on,
are the following:
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Resources |
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Papers |
An initial reading list, which will be "enriched" on the way:
- Spectral Sparsification of Graphs
link
Daniel Spielman, Shang-Hua Teng
- Twice-Ramanujan Sparsifiers
link
Joshua Batson, Daniel Spielman, Nikhil Srivastava
- Graph Sparsification by Effective Resistances
link
Daniel Spielman, Nikhil Srivastava
- Spectral Partitioning of Random Graphs
link
Frank McSherry
- Spectral Partitioning Works: Planar graphs and finite element meshes
link
Daniel Spielman, Shang-Hua Teng
- On the Performance of Spectral Graph Partitioning Methods.
pdf
Stephen Guattery, Gary Miller
- Finding effective support-tree preconditioners.
pdf
Bruce M. Maggs, Gary Miller, Ojas Parekh, R. Ravi, and Shan Leung Maverick Woo
- Performance Evaluation of a Parallel Preconditioner.
pdf
K.D Gremban, Gary Miller, M. Zagha
- Spectral Rounding with Applications in Image Segmentation and Clustering
pdf
David Tolliver, Gary Miller
- The diameter and Laplacian eigenvalues of directed graphs
pdf
Fan Chung
- Graph partitioning into isolated, high conductance clusters: Theory, computation and applications to preconditioning.
pdf
Ioannis Koutis, Gary Miller
- A linear work, O(n^{1/6}) parallel time algorithm for solving planar Laplacians.
link
Ioannis Koutis, Gary Miller
- Combinatorial and algebraic tools for optimal multilevel algorithms.
pdf
Ioannis Koutis
- Fast Computation of Low Rank Matrix Approximations
pdf
Dimitris Achlioptas, Frank McSherry
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