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Inderjit S. Dhillon
Inderjit S. Dhillon
Distinguished Scientist at Google & Professor of Computer Science at UT Austin, Ex-VP at Amazon
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
26632007
ScaLAPACK users' guide
LS Blackford, J Choi, A Cleary, E D'Azevedo, J Demmel, I Dhillon, ...
Society for Industrial and Applied Mathematics, 1997
24521997
Co-clustering documents and words using bipartite spectral graph partitioning
IS Dhillon
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
23962001
Clustering with Bregman Divergences
ID Banerjee, Arindam: Srujana Merugu, J Ghosh
Proceedings of the fourth SIAM international conference on data mining, 234, 2004
2196*2004
Concept decompositions for large sparse text data using clustering
IS Dhillon, DS Modha
Machine learning 42, 143-175, 2001
19912001
Information-theoretic co-clustering
IS Dhillon, S Mallela, DS Modha
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
17752003
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
16862004
Learning with noisy labels
N Natarajan, IS Dhillon, PK Ravikumar, A Tewari
Advances in neural information processing systems 26, 2013
13872013
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
13312007
Clustering on the Unit Hypersphere using von Mises-Fisher Distributions.
A Banerjee, IS Dhillon, J Ghosh, S Sra, G Ridgeway
Journal of Machine Learning Research 6 (9), 2005
12012005
Towards fast computation of certified robustness for relu networks
L Weng, H Zhang, H Chen, Z Song, CJ Hsieh, L Daniel, D Boning, ...
International Conference on Machine Learning, 5276-5285, 2018
8092018
A divisive information theoretic feature clustering algorithm for text classification
IS Dhillon, S Mallela, R Kumar
The Journal of machine learning research 3, 1265-1287, 2003
7282003
Semi-supervised graph clustering: a kernel approach
B Kulis, S Basu, I Dhillon, R Mooney
Proceedings of the 22nd international conference on machine learning, 457-464, 2005
6712005
Generalized nonnegative matrix approximations with Bregman divergences
S Sra, I Dhillon
Advances in neural information processing systems 18, 2005
6542005
A data-clustering algorithm on distributed memory multiprocessors
IS Dhillon, DS Modha
Large-scale parallel data mining, 245-260, 2002
6412002
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
5902005
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
5892004
Large-scale Multi-label Learning with Missing Labels
HF Yu, P Jain, IS Dhillon
Proceedings of The 31st International Conference on Machine Learning, 593-601, 2014
5752014
Guaranteed rank minimization via singular value projection
P Jain, R Meka, I Dhillon
Advances in Neural Information Processing Systems 23, 2010
5732010
Temporal regularized matrix factorization for high-dimensional time series prediction
HF Yu, N Rao, IS Dhillon
Advances in neural information processing systems 29, 2016
5632016
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