| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Prateek Jain, Brian Kulis, Jason V. Davis, Inderjit S. Dhillon |
Metric and Kernel Learning Using a Linear Transformation.  |
Journal of Machine Learning Research  |
2012 |
DBLP BibTeX RDF |
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| 1 | Prateek Jain, Ambuj Tewari, Inderjit S. Dhillon |
Orthogonal Matching Pursuit with Replacement |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Vishvas Vasuki, Nagarajan Natarajan, Zhengdong Lu, Berkant Savas, Inderjit S. Dhillon |
Scalable Affiliation Recommendation using Auxiliary Networks. |
ACM TIST |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandre d'Aspremont, Francis R. Bach, Inderjit S. Dhillon, Bin Yu |
Preface. |
Math. Program. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Berkant Savas, Inderjit S. Dhillon |
Clustered low rank approximation of graphs in information science applications. |
SDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kai-Yang Chiang, Nagarajan Natarajan, Ambuj Tewari, Inderjit S. Dhillon |
Exploiting longer cycles for link prediction in signed networks. |
CIKM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Pradeep D. Ravikumar, Ambuj Tewari |
Nearest Neighbor based Greedy Coordinate Descent. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Cho-Jui Hsieh, Mátyás A. Sustik, Inderjit S. Dhillon, Pradeep D. Ravikumar |
Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Prateek Jain, Ambuj Tewari, Inderjit S. Dhillon |
Orthogonal Matching Pursuit with Replacement. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ambuj Tewari, Pradeep D. Ravikumar, Inderjit S. Dhillon |
Greedy Algorithms for Structurally Constrained High Dimensional Problems. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Cho-Jui Hsieh, Inderjit S. Dhillon |
Fast coordinate descent methods with variable selection for non-negative matrix factorization. |
KDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongmin Kim, Suvrit Sra, Inderjit S. Dhillon |
Tackling Box-Constrained Optimization via a New Projected Quasi-Newton Approach. |
SIAM J. Scientific Computing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengdong Lu, Berkant Savas, Wei Tang, Inderjit S. Dhillon |
Supervised Link Prediction Using Multiple Sources. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Vishvas Vasuki, Nagarajan Natarajan, Zhengdong Lu, Inderjit S. Dhillon |
Affiliation recommendation using auxiliary networks. |
RecSys |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongmin Kim, Suvrit Sra, Inderjit S. Dhillon |
A scalable trust-region algorithm with application to mixed-norm regression. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Prateek Jain, Raghu Meka, Inderjit S. Dhillon |
Guaranteed Rank Minimization via Singular Value Projection. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Prateek Jain, Brian Kulis, Inderjit S. Dhillon |
Inductive Regularized Learning of Kernel Functions. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Brian Kulis, Suvrit Sra, Inderjit S. Dhillon |
Convex Perturbations for Scalable Semidefinite Programming. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Brian Kulis, Mátyás A. Sustik, Inderjit S. Dhillon |
Low-Rank Kernel Learning with Bregman Matrix Divergences. |
Journal of Machine Learning Research |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Kulis, Sugato Basu, Inderjit S. Dhillon, Raymond J. Mooney |
Semi-supervised graph clustering: a kernel approach. |
Machine Learning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Raghu Meka, Prateek Jain, Inderjit S. Dhillon |
Guaranteed Rank Minimization via Singular Value Projection |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Pavel Berkhin, Inderjit S. Dhillon |
Knowledge Discovery: Clustering. |
Encyclopedia of Complexity and Systems Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Tang, Zhengdong Lu, Inderjit S. Dhillon |
Clustering with Multiple Graphs. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengdong Lu, Deepak Agarwal, Inderjit S. Dhillon |
A spatio-temporal approach to collaborative filtering. |
RecSys |
2009 |
DBLP DOI BibTeX RDF |
collaborative filtering, kalman filtering, graphical model, matrix factorization, spatial modeling |
| 1 | Meghana Deodhar, Gunjan Gupta, Joydeep Ghosh, Hyuk Cho, Inderjit S. Dhillon |
A scalable framework for discovering coherent co-clusters in noisy data. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengdong Lu, Prateek Jain, Inderjit S. Dhillon |
Geometry-aware metric learning. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Raghu Meka, Prateek Jain, Inderjit S. Dhillon |
Matrix Completion from Power-Law Distributed Samples. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Dongmin Kim, Suvrit Sra, Inderjit S. Dhillon |
Fast Projection-Based Methods for the Least Squares Nonnegative Matrix Approximation Problem. |
Statistical Analysis and Data Mining |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Prateek Jain, Raghu Meka, Inderjit S. Dhillon |
Simultaneous Unsupervised Learning of Disparate Clusterings. |
Statistical Analysis and Data Mining |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Hyuk Cho, Inderjit S. Dhillon |
Coclustering of Human Cancer Microarrays Using Minimum Sum-Squared Residue Coclustering. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2008 |
DBLP DOI BibTeX RDF |
binormalization, deterministic spectral initialization, local search, Gene Ontology, co-clustering, microarray analysis |
| 1 | Justin Brickell, Inderjit S. Dhillon, Suvrit Sra, Joel A. Tropp |
The Metric Nearness Problem. |
SIAM J. Matrix Analysis Applications |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Meghana Deodhar, Joydeep Ghosh, Gunjan Gupta, Hyuk Cho, Inderjit S. Dhillon |
Hunting for Coherent Co-clusters in High Dimensional and Noisy Datasets. |
ICDM Workshops |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Prateek Jain, Raghu Meka, Inderjit S. Dhillon |
Simultaneous Unsupervised Learning of Disparate Clusterings. |
SDM |
2008 |
DBLP BibTeX RDF |
|
| 1 | Raghu Meka, Prateek Jain, Constantine Caramanis, Inderjit S. Dhillon |
Rank minimization via online learning. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Prateek Jain, Brian Kulis, Inderjit S. Dhillon, Kristen Grauman |
Online Metric Learning and Fast Similarity Search. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Jason V. Davis, Inderjit S. Dhillon |
Structured metric learning for high dimensional problems. |
KDD |
2008 |
DBLP DOI BibTeX RDF |
algorithms, experimentation |
| 1 | Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis |
Weighted Graph Cuts without Eigenvectors A Multilevel Approach. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2007 |
DBLP DOI BibTeX RDF |
Data Mining, Clustering, Segmentation, k-means, k-means, Kernel, Graph Partitioning, Spectral Clustering |
| 1 | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha |
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation. |
Journal of Machine Learning Research |
2007 |
DBLP BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Joel A. Tropp |
Matrix Nearness Problems with Bregman Divergences. |
SIAM J. Matrix Analysis Applications |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongmin Kim, Suvrit Sra, Inderjit S. Dhillon |
Fast Newton-type Methods for the Least Squares Nonnegative Matrix Approximation Problem. |
SDM |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jason V. Davis, Brian Kulis, Prateek Jain, Suvrit Sra, Inderjit S. Dhillon |
Information-theoretic metric learning. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Beresford N. Parlett, Christof Vömel |
The design and implementation of the MRRR algorithm. |
ACM Trans. Math. Softw. |
2006 |
DBLP DOI BibTeX RDF |
Multiple relatively robust representations, design, implementation, eigenvalues, eigenvectors, LAPACK, symmetric matrix, numerical software |
| 1 | Brian Kulis, Mátyás A. Sustik, Inderjit S. Dhillon |
Learning low-rank kernel matrices. |
ICML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jason V. Davis, Inderjit S. Dhillon |
Differential Entropic Clustering of Multivariate Gaussians. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Jason V. Davis, Inderjit S. Dhillon |
Estimating the global pagerank of web communities. |
KDD |
2006 |
DBLP DOI BibTeX RDF |
stochastic complementation, Markov chain, page rank |
| 1 | Justin Brickell, Inderjit S. Dhillon, Dharmendra S. Modha |
Adaptive Website Design Using Caching Algorithms. |
WEBKDD |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra |
Clustering on the Unit Hypersphere using von Mises-Fisher Distributions. |
Journal of Machine Learning Research |
2005 |
DBLP BibTeX RDF |
|
| 1 | Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh |
Clustering with Bregman Divergences. |
Journal of Machine Learning Research |
2005 |
DBLP BibTeX RDF |
|
| 1 | Paolo Bientinesi, Inderjit S. Dhillon, Robert A. van de Geijn |
A Parallel Eigensolver for Dense Symmetric Matrices Based on Multiple Relatively Robust Representations. |
SIAM J. Scientific Computing |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Beresford N. Parlett, Christof Vömel |
Glued Matrices and the MRRR Algorithm. |
SIAM J. Scientific Computing |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Robert W. Heath Jr., Mátyás A. Sustik, Joel A. Tropp |
Generalized Finite Algorithms for Constructing Hermitian Matrices with Prescribed Diagonal and Spectrum. |
SIAM J. Matrix Analysis Applications |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Joel A. Tropp, Inderjit S. Dhillon, Robert W. Heath Jr., Thomas Strohmer |
Designing structured tight frames via an alternating projection method. |
IEEE Transactions on Information Theory |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Kulis, Sugato Basu, Inderjit S. Dhillon, Raymond J. Mooney |
Semi-supervised graph clustering: a kernel approach. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Suvrit Sra |
Generalized Nonnegative Matrix Approximations with Bregman Divergences. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis |
A fast kernel-based multilevel algorithm for graph clustering. |
KDD |
2005 |
DBLP DOI BibTeX RDF |
kernel methods, spectral clustering, graph clustering, multilevel methods |
| 1 | Joel A. Tropp, Inderjit S. Dhillon, Robert W. Heath Jr. |
Finite-Step Algorithms for Constructing Optimal CDMA Signature Sequences. |
IEEE Transactions on Information Theory |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh |
Clustering with Bregman Divergences. |
SDM |
2004 |
DBLP BibTeX RDF |
|
| 1 | Hyuk Cho, Inderjit S. Dhillon, Yuqiang Guan, Suvrit Sra |
Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data. |
SDM |
2004 |
DBLP BibTeX RDF |
|
| 1 | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu |
An information theoretic analysis of maximum likelihood mixture estimation for exponential families. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Suvrit Sra, Joel A. Tropp |
Triangle Fixing Algorithms for the Metric Nearness Problem. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha |
A generalized maximum entropy approach to bregman co-clustering and matrix approximation. |
KDD |
2004 |
DBLP DOI BibTeX RDF |
co-clustering, Bregman divergences, matrix approximation |
| 1 | Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis |
Kernel k-means: spectral clustering and normalized cuts. |
KDD |
2004 |
DBLP DOI BibTeX RDF |
kernel k-means, graph partitioning, spectral clustering |
| 1 | Inderjit S. Dhillon, Edward M. Marcotte, Usman Roshan |
Diametrical clustering for identifying anti-correlated gene clusters. |
Bioinformatics |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar |
A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification. |
Journal of Machine Learning Research |
2003 |
DBLP BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Beresford N. Parlett |
Orthogonal Eigenvectors and Relative Gaps. |
SIAM J. Matrix Analysis Applications |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Yuqiang Guan |
Information Theoretic Clustering of Sparse Co-Occurrence Data. |
ICDM |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Subramanyam Mallela, Dharmendra S. Modha |
Information-theoretic co-clustering. |
KDD |
2003 |
DBLP DOI BibTeX RDF |
information theory, mutual information, co-clustering |
| 1 | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra |
Generative model-based clustering of directional data. |
KDD |
2003 |
DBLP DOI BibTeX RDF |
directional data, von Mises-Fisher, clustering, EM, mixtures |
| 1 | Inderjit S. Dhillon, Dharmendra S. Modha, W. Scott Spangler |
Class visualization of high-dimensional data with applications. |
Computational Statistics & Data Analysis |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Yuqiang Guan, Jacob Kogan |
Iterative Clustering of High Dimensional Text Data Augmented by Local Search. |
ICDM |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar |
Enhanced word clustering for hierarchical text classification. |
KDD |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Dharmendra S. Modha |
Concept Decompositions for Large Sparse Text Data Using Clustering. |
Machine Learning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon |
Co-clustering documents and words using bipartite spectral graph partitioning. |
KDD |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, Dharmendra S. Modha |
A Data-Clustering Algorithm on Distributed Memory Multiprocessors. |
Large-Scale Parallel Data Mining |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | L. Susan Blackford, Andrew J. Cleary, Antoine Petitet, R. Clinton Whaley, James Demmel, Inderjit S. Dhillon, H. Ren, Ken Stanley, Jack Dongarra, Sven Hammarling |
Practical Experience in the Numerical Dangers of Heterogeneous Computing. |
ACM Trans. Math. Softw. |
1997 |
DBLP DOI BibTeX RDF |
heterogeneous processor networks, reliability, message passing, distributed-memory systems, floating-point arithmetic, numerical software |
| 1 | L. Susan Blackford, Jaeyoung Choi, Andrew J. Cleary, Eduardo F. D'Azevedo, James Demmel, Inderjit S. Dhillon, Jack Dongarra, Sven Hammarling, Greg Henry, Antoine Petitet, Ken Stanley, David W. Walker, R. Clinton Whaley |
ScaLAPACK: A Linear Algebra Library for Message-Passing Computers. |
PPSC |
1997 |
DBLP BibTeX RDF |
|
| 1 | Inderjit S. Dhillon, George Fann, Beresford N. Parlett |
Application of a New Algorithm for the Symmetric Eigenproblem to Computational Quantum Chemistry. |
PPSC |
1997 |
DBLP BibTeX RDF |
|
| 1 | Andrew J. Cleary, James Demmel, Inderjit S. Dhillon, Jack Dongarra, Sven Hammarling, Antoine Petitet, H. Ren, Ken Stanley, R. Clinton Whaley |
Practical Experience in the Dangers of Heterogeneous Computing. |
PARA |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Jaeyoung Choi, James Demmel, Inderjit S. Dhillon, Jack Dongarra, Susan Ostrouchov, Antoine Petitet, Ken Stanley, David W. Walker, R. Clinton Whaley |
ScaLAPACK: A Portable Linear Algebra Library for Distributed Memory Computers - Design Issues and Performance. |
PARA |
1995 |
DBLP DOI BibTeX RDF |
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