Inderjit S. Dhillon
Inderjit S. Dhillon
Amazon Fellow and Gottesman Family Centennial Professor, CS Dept, UT Austin
Verified email at cs.utexas.edu - Homepage
TitleCited byYear
Information-theoretic metric learning
JV Davis, B Kulis, P Jain, S Sra, IS Dhillon
Proceedings of the 24th international conference on Machine learning, 209-216, 2007
20082007
ScaLAPACK users' guide
LS Blackford, J Choi, A Cleary, E D'Azevedo, J Demmel, I Dhillon, ...
Society for Industrial and Applied Mathematics, 1997
19581997
Co-clustering documents and words using bipartite spectral graph partitioning
IS Dhillon
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
18352001
Concept decompositions for large sparse text data using clustering
IS Dhillon, DS Modha
Machine learning 42 (1-2), 143-175, 2001
15692001
Clustering with Bregman divergences
A Banerjee, S Merugu, IS Dhillon, J Ghosh
Journal of machine learning research 6 (Oct), 1705-1749, 2005
15362005
Clustering with Bregman Divergences
ID Banerjee, Arindam: Srujana Merugu, J Ghosh
Proceedings of the fourth SIAM international conference on data mining, 234, 2004
1536*2004
Information-theoretic co-clustering
IS Dhillon, S Mallela, DS Modha
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
14402003
Kernel k-means: spectral clustering and normalized cuts
IS Dhillon, Y Guan, B Kulis
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
11212004
Weighted graph cuts without eigenvectors a multilevel approach
IS Dhillon, Y Guan, B Kulis
IEEE transactions on pattern analysis and machine intelligence 29 (11), 1944 …, 2007
8222007
Clustering on the unit hypersphere using von Mises-Fisher distributions
A Banerjee, IS Dhillon, J Ghosh, S Sra
Journal of Machine Learning Research 6 (Sep), 1345-1382, 2005
7452005
Handbook of linear algebra
L Hogben
Chapman and Hall/CRC, 2013
6712013
A divisive information-theoretic feature clustering algorithm for text classification
IS Dhillon, S Mallela, R Kumar
Journal of machine learning research 3 (Mar), 1265-1287, 2003
6162003
Semi-supervised graph clustering: a kernel approach
B Kulis, S Basu, I Dhillon, R Mooney
Machine learning 74 (1), 1-22, 2009
5482009
A data-clustering algorithm on distributed memory multiprocessors
IS Dhillon, DS Modha
Large-scale parallel data mining, 245-260, 2002
5342002
A generalized maximum entropy approach to Bregman co-clustering and matrix approximation
A Banerjee, I Dhillon, J Ghosh, S Merugu, DS Modha
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
4682004
Guaranteed rank minimization via singular value projection
P Jain, R Meka, IS Dhillon
Advances in Neural Information Processing Systems, 937-945, 2010
4472010
Learning with noisy labels
N Natarajan, IS Dhillon, PK Ravikumar, A Tewari
Advances in neural information processing systems, 1196-1204, 2013
4322013
Generalized nonnegative matrix approximations with Bregman divergences
S Sra, IS Dhillon
Advances in neural information processing systems, 283-290, 2006
4312006
Optimization for machine learning
S Sra, S Nowozin, SJ Wright
Mit Press, 2012
3972012
Designing structured tight frames via an alternating projection method
JA Tropp, IS Dhillon, RW Heath, T Strohmer
IEEE Transactions on information theory 51 (1), 188-209, 2005
3962005
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