| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Wei Chen, Wenjie Fang, Guangda Hu, Michael W. Mahoney |
On the Hyperbolicity of Small-World Networks and Tree-Like Graphs  |
CoRR  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney |
Approximate Computation and Implicit Regularization for Very Large-scale Data Analysis |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Ping Li, Michael W. Mahoney, Yiyuan She |
Approximating Higher-Order Distances Using Random Projections |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney |
Approximate computation and implicit regularization for very large-scale data analysis. |
PODS |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael W. Mahoney |
Randomized Algorithms for Matrices and Data. |
Foundations and Trends in Machine Learning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mihai Cucuringu, Michael W. Mahoney |
Localization on low-order eigenvectors of data matrices |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Christos Boutsidis, Anastasios Zouzias, Michael W. Mahoney, Petros Drineas |
Stochastic Dimensionality Reduction for K-means Clustering |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, David P. Woodruff |
Fast approximation of matrix coherence and statistical leverage |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney |
Randomized algorithms for matrices and data |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Xiangrui Meng, Michael A. Saunders, Michael W. Mahoney |
LSRN: A Parallel Iterative Solver for Strongly Over- or Under-Determined Systems |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Patrick O. Perry, Michael W. Mahoney |
Regularized Laplacian Estimation and Fast Eigenvector Approximation |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney, Lorenzo Orecchia |
Implementing regularization implicitly via approximate eigenvector computation. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Patrick O. Perry, Michael W. Mahoney |
Regularized Laplacian Estimation and Fast Eigenvector Approximation. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney |
Algorithmic and Statistical Perspectives on Large-Scale Data Analysis |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jacob Bien, Ya Xu, Michael W. Mahoney |
CUR from a Sparse Optimization Viewpoint |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jure Leskovec, Kevin J. Lang, Michael W. Mahoney |
Empirical Comparison of Algorithms for Network Community Detection |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney |
Effective Resistances, Statistical Leverage, and Applications to Linear Equation Solving |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney, Lorenzo Orecchia |
Implementing regularization implicitly via approximate eigenvector computation |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney |
Computation in Large-Scale Scientific and Internet Data Applications is a Focus of MMDS 2010 |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney |
Computation in large-scale scientific and internet data applications is a focus of MMDS 2010. |
SIGKDD Explorations |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Samir Kuller, Michael W. Mahoney |
SIGACT news algorithms column: computation in large-scale scientific and internet data applications is a focus of MMDS 2010. |
SIGACT News |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jure Leskovec, Kevin J. Lang, Michael W. Mahoney |
Empirical comparison of algorithms for network community detection. |
WWW |
2010 |
DBLP DOI BibTeX RDF |
flow-based methods, graph partitioning, spectral methods, community structure, conductance |
| 1 | Ping Li, Michael W. Mahoney, Yiyuan She |
Approximating Higher-Order Distances Using Random Projections. |
UAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jacob Bien, Ya Xu, Michael W. Mahoney |
CUR from a Sparse Optimization Viewpoint. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jure Leskovec, Kevin J. Lang, Anirban Dasgupta, Michael W. Mahoney |
Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters. |
Internet Mathematics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael W. Mahoney, Hariharan Narayanan |
Learning with Spectral Kernels and Heavy-Tailed Data |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney, Lorenzo Orecchia, Nisheeth K. Vishnoi |
A Spectral Algorithm for Improving Graph Partitions |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney |
Sampling Algorithms and Coresets for $\ellp Regression. |
SIAM J. Comput. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Christos Boutsidis, Michael W. Mahoney, Petros Drineas |
An improved approximation algorithm for the column subset selection problem. |
SODA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Kevin J. Lang, Michael W. Mahoney, Lorenzo Orecchia |
Empirical Evaluation of Graph Partitioning Using Spectral Embeddings and Flow. |
SEA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Christos Boutsidis, Michael W. Mahoney, Petros Drineas |
Unsupervised Feature Selection for the $k$-means Clustering Problem. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Petros Drineas, Ravi Kannan, Michael W. Mahoney |
Sampling subproblems of heterogeneous Max-Cut problems and approximation algorithms. |
Random Struct. Algorithms |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jure Leskovec, Kevin J. Lang, Anirban Dasgupta, Michael W. Mahoney |
Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney, Lek-Heng Lim, Gunnar E. Carlsson |
Algorithmic and Statistical Challenges in Modern Large-Scale Data Analysis are the Focus of MMDS 2008 |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Christos Boutsidis, Michael W. Mahoney, Petros Drineas |
An Improved Approximation Algorithm for the Column Subset Selection Problem |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Michael W. Mahoney, Lek-Heng Lim, Gunnar E. Carlsson |
Algorithmic and statistical challenges in modern largescale data analysis are the focus of MMDS 2008. |
SIGKDD Explorations |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael W. Mahoney, Mauro Maggioni, Petros Drineas |
Tensor-CUR Decompositions for Tensor-Based Data. |
SIAM J. Matrix Analysis Applications |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan |
Relative-Error CUR Matrix Decompositions. |
SIAM J. Matrix Analysis Applications |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney |
Sampling algorithms and coresets for ℓp regression. |
SODA |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jure Leskovec, Kevin J. Lang, Anirban Dasgupta, Michael W. Mahoney |
Statistical properties of community structure in large social and information networks. |
WWW |
2008 |
DBLP DOI BibTeX RDF |
social networks, random walks, graph partitioning, community structure, conductance |
| 1 | Christos Boutsidis, Michael W. Mahoney, Petros Drineas |
Unsupervised feature selection for principal components analysis. |
KDD |
2008 |
DBLP DOI BibTeX RDF |
PCA, random sampling, subset selection |
| 1 | Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney |
Sampling Algorithms and Coresets for Lp Regression |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan, Tamás Sarlós |
Faster Least Squares Approximation |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan |
Relative-Error CUR Matrix Decompositions |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Andreas Frommer, Michael W. Mahoney, Daniel B. Szyld |
07071 Abstracts Collection -- Web Information Retrieval and Linear Algebra Algorithms. |
Web Information Retrieval and Linear Algebra Algorithms |
2007 |
DBLP BibTeX RDF |
|
| 1 | Andreas Frommer, Michael W. Mahoney, Daniel B. Szyld |
07071 Report on Dagstuhl Seminar -- Web Information Retrieval and Linear Algebra Algorithms. |
Web Information Retrieval and Linear Algebra Algorithms |
2007 |
DBLP BibTeX RDF |
|
| 1 | Andreas Frommer, Michael W. Mahoney, Daniel B. Szyld (eds.) |
Web Information Retrieval and Linear Algebra Algorithms, 11.02. - 16.02.2007 |
Web Information Retrieval and Linear Algebra Algorithms |
2007 |
DBLP BibTeX RDF |
|
| 1 | Anirban Dasgupta, Petros Drineas, Boulos Harb, Vanja Josifovski, Michael W. Mahoney |
Feature selection methods for text classification. |
KDD |
2007 |
DBLP DOI BibTeX RDF |
regularized least squares classification, feature selection, text classification, random sampling |
| 1 | Petros Drineas, Ravi Kannan, Michael W. Mahoney |
Fast Monte Carlo Algorithms for Matrices III: Computing a Compressed Approximate Matrix Decomposition. |
SIAM J. Comput. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Petros Drineas, Ravi Kannan, Michael W. Mahoney |
Fast Monte Carlo Algorithms for Matrices I: Approximating Matrix Multiplication. |
SIAM J. Comput. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Petros Drineas, Ravi Kannan, Michael W. Mahoney |
Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix. |
SIAM J. Comput. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan |
Subspace Sampling and Relative-Error Matrix Approximation: Column-Row-Based Methods. |
ESA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan |
Sampling algorithms for l2 regression and applications. |
SODA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney |
Randomized Algorithms for Matrices and Massive Data Sets. |
VLDB |
2006 |
DBLP BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan |
Subspace Sampling and Relative-Error Matrix Approximation: Column-Based Methods. |
APPROX-RANDOM |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael W. Mahoney, Mauro Maggioni, Petros Drineas |
Tensor-CUR decompositions for tensor-based data. |
KDD |
2006 |
DBLP DOI BibTeX RDF |
CUR decomposition, hyperspectral image analysis, recommendation system analysis, tensor CUR |
| 1 | Petros Drineas, Michael W. Mahoney |
On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning. |
Journal of Machine Learning Research |
2005 |
DBLP BibTeX RDF |
|
| 1 | Petros Drineas, Ravi Kannan, Michael W. Mahoney |
Sampling Sub-problems of Heterogeneous Max-cut Problems and Approximation Algorithms. |
STACS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Petros Drineas, Michael W. Mahoney |
Approximating a Gram Matrix for Improved Kernel-Based Learning. |
COLT |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ravi Kannan, Michael W. Mahoney, Ravi Montenegro |
Rapid Mixing of Several Markov Chains for a Hard-Core Model. |
ISAAC |
2003 |
DBLP DOI BibTeX RDF |
|
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