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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
E-mailová adresa ověřena na: cs.utexas.edu - Domovská stránka
Název
Citace
Citace
Rok
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
26952007
ScaLAPACK users' guide
LS Blackford, J Choi, A Cleary, E D'Azevedo, J Demmel, I Dhillon, ...
Society for Industrial and Applied Mathematics, 1997
24701997
Co-clustering documents and words using bipartite spectral graph partitioning
IS Dhillon
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
24202001
Clustering with Bregman Divergences
ID Banerjee, Arindam: Srujana Merugu, J Ghosh
Proceedings of the fourth SIAM international conference on data mining, 234, 2004
2240*2004
Concept decompositions for large sparse text data using clustering
IS Dhillon, DS Modha
Machine learning 42, 143-175, 2001
20322001
Information-theoretic co-clustering
IS Dhillon, S Mallela, DS Modha
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
17842003
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
17282004
Learning with noisy labels
N Natarajan, IS Dhillon, PK Ravikumar, A Tewari
Advances in neural information processing systems 26, 2013
14462013
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
13622007
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
12332005
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
9902024
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
8382018
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
7302003
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
6792005
Generalized nonnegative matrix approximations with Bregman divergences
S Sra, I Dhillon
Advances in neural information processing systems 18, 2005
6682005
A data-clustering algorithm on distributed memory multiprocessors
IS Dhillon, DS Modha
Large-scale parallel data mining, 245-260, 2002
6442002
Temporal regularized matrix factorization for high-dimensional time series prediction
HF Yu, N Rao, IS Dhillon
Advances in neural information processing systems 29, 2016
6082016
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
6072005
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
5932004
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
5912014
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Články 1–20