Inderjit S. Dhillon
Inderjit S. Dhillon
Amazon Fellow and Gottesman Family Centennial Professor, CS Dept, UT Austin
Verified email at cs.utexas.edu - Homepage
Title
Cited by
Cited by
Year
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
21582007
ScaLAPACK users' guide
LS Blackford, J Choi, A Cleary, E D'Azevedo, J Demmel, I Dhillon, ...
Society for Industrial and Applied Mathematics, 1997
20781997
Co-clustering documents and words using bipartite spectral graph partitioning
IS Dhillon
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
19452001
Concept decompositions for large sparse text data using clustering
IS Dhillon, DS Modha
Machine learning 42 (1-2), 143-175, 2001
16422001
Clustering with Bregman divergences
A Banerjee, S Merugu, IS Dhillon, J Ghosh
Journal of machine learning research 6 (Oct), 1705-1749, 2005
16302005
Clustering with Bregman Divergences
ID Banerjee, Arindam: Srujana Merugu, J Ghosh
Proceedings of the fourth SIAM international conference on data mining, 234, 2004
1630*2004
Information-theoretic co-clustering
IS Dhillon, S Mallela, DS Modha
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
15082003
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
12152004
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
9082007
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
8022005
Handbook of linear algebra
L Hogben
CRC press, 2006
7142006
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
6372003
Semi-supervised graph clustering: a kernel approach
B Kulis, S Basu, I Dhillon, R Mooney
Machine learning 74 (1), 1-22, 2009
5722009
Learning with noisy labels
N Natarajan, IS Dhillon, PK Ravikumar, A Tewari
Advances in neural information processing systems, 1196-1204, 2013
5612013
A data-clustering algorithm on distributed memory multiprocessors
IS Dhillon, DS Modha
Large-scale parallel data mining, 245-260, 2002
5422002
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
4912004
Optimization for machine learning
S Sra, S Nowozin, SJ Wright
Mit Press, 2012
4872012
Guaranteed rank minimization via singular value projection
P Jain, R Meka, IS Dhillon
Advances in Neural Information Processing Systems, 937-945, 2010
4832010
Generalized nonnegative matrix approximations with Bregman divergences
S Sra, IS Dhillon
Advances in neural information processing systems, 283-290, 2006
4652006
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
4232005
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