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j40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Ambuj Tewari, Inderjit S. Dhillon: Partial Hard Thresholding. IEEE Trans. Information Theory 63(5): 3029-3038 (2017)
c110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Hsin-Yuan Huang, Inderjit S. Dhillon, Chih-Jen Lin: A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information. AAAI 2017: 2845-2851
i24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQi Lei, Jinfeng Yi, Roman Vaculín, Lingfei Wu, Inderjit S. Dhillon: Similarity Preserving Representation Learning for Time Series Analysis. CoRR abs/1702.03584 (2017)
2016
j39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Cho-Jui Hsieh, Hyokun Yun, S. V. N. Vishwanathan, Inderjit S. Dhillon: Nomadic Computing for Big Data Analytics. IEEE Computer 49(4): 52-60 (2016)
j38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBerkant Savas, Inderjit S. Dhillon: Clustered Matrix Approximation. SIAM J. Matrix Analysis Applications 37(4): 1531-1555 (2016)
j37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon: Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion. IEEE Trans. Knowl. Data Eng. 28(5): 1272-1284 (2016)
j36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon: Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Signal Processing 64(21): 5571-5584 (2016)
c109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNagarajan Natarajan, Oluwasanmi Koyejo, Pradeep Ravikumar, Inderjit S. Dhillon: Optimal Classification with Multivariate Losses. ICML 2016: 1530-1538
c108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan En-Hsu Yen, Xin Lin, Jiong Zhang, Pradeep Ravikumar, Inderjit S. Dhillon: A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery. ICML 2016: 2272-2280
c107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai-Yang Chiang, Cho-Jui Hsieh, Inderjit S. Dhillon: Robust Principal Component Analysis with Side Information. ICML 2016: 2291-2299
c106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon: Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies. ICML 2016: 2445-2453
c105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSi Si, Cho-Jui Hsieh, Inderjit S. Dhillon: Computationally Efficient Nyström Approximation using Fast Transforms. ICML 2016: 2655-2663
c104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan En-Hsu Yen, Xiangru Huang, Pradeep Ravikumar, Kai Zhong, Inderjit S. Dhillon: PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification. ICML 2016: 3069-3077
c103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSi Si, Kai-Yang Chiang, Cho-Jui Hsieh, Nikhil Rao, Inderjit S. Dhillon: Goal-Directed Inductive Matrix Completion. KDD 2016: 1165-1174
c102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Nikhil Rao, Inderjit S. Dhillon: Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction. NIPS 2016: 847-855
c101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Nikhil Rao, Inderjit S. Dhillon: Structured Sparse Regression via Greedy Hard Thresholding. NIPS 2016: 1516-1524
c100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQi Lei, Kai Zhong, Inderjit S. Dhillon: Coordinate-wise Power Method. NIPS 2016: 2056-2064
c99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Zhong, Prateek Jain, Inderjit S. Dhillon: Mixed Linear Regression with Multiple Components. NIPS 2016: 2190-2198
c98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang You, Xiangru Lian, Ji Liu, Hsiang-Fu Yu, Inderjit S. Dhillon, James Demmel, Cho-Jui Hsieh: Asynchronous Parallel Greedy Coordinate Descent. NIPS 2016: 4682-4690
c97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan En-Hsu Yen, Xiangru Huang, Kai Zhong, Ruohan Zhang, Pradeep Ravikumar, Inderjit S. Dhillon: Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain. NIPS 2016: 5024-5032
c96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon: Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. SDM 2016: 297-305
i23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon: Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. CoRR abs/1602.01910 (2016)
i22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Nikhil Rao, Inderjit S. Dhillon: Structured Sparse Regression via Greedy Hard-Thresholding. CoRR abs/1602.06042 (2016)
i21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRashish Tandon, Si Si, Pradeep Ravikumar, Inderjit S. Dhillon: Kernel Ridge Regression via Partitioning. CoRR abs/1608.01976 (2016)
i20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Si Si, Inderjit S. Dhillon: Communication-Efficient Parallel Block Minimization for Kernel Machines. CoRR abs/1608.02010 (2016)
i19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Cho-Jui Hsieh, Qi Lei, Inderjit S. Dhillon: A Greedy Approach for Budgeted Maximum Inner Product Search. CoRR abs/1610.03317 (2016)
2015
c95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Zhong, Prateek Jain, Inderjit S. Dhillon: Efficient Matrix Sensing Using Rank-1 Gaussian Measurements. ALT 2015: 3-18
c94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNagarajan Natarajan, Nikhil Rao, Inderjit S. Dhillon: PU matrix completion with graph information. CAMSAP 2015: 37-40
c93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDonghyuk Shin, Suleyman Cetintas, Kuang-Chih Lee, Inderjit S. Dhillon: Tumblr Blog Recommendation with Boosted Inductive Matrix Completion. CIKM 2015: 203-212
c92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce Jiyoung Whang, Andrew Lenharth, Inderjit S. Dhillon, Keshav Pingali: Scalable Data-Driven PageRank: Algorithms, System Issues, and Lessons Learned. Euro-Par 2015: 438-450
c91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhay Jha, Shubhankar Ray, Brian Seaman, Inderjit S. Dhillon: Clustering to forecast sparse time-series data. ICDE 2015: 1388-1399
c90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon: Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons. ICML 2015: 1907-1916
c89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon: PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent. ICML 2015: 2370-2379
c88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan En-Hsu Yen, Xin Lin, Kai Zhong, Pradeep Ravikumar, Inderjit S. Dhillon: A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture Models. ICML 2015: 2418-2426
c87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Nagarajan Natarajan, Inderjit S. Dhillon: PU Learning for Matrix Completion. ICML 2015: 2445-2453
c86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon: Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming. KDD 2015: 427-436
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNikhil Rao, Hsiang-Fu Yu, Pradeep Ravikumar, Inderjit S. Dhillon: Collaborative Filtering with Graph Information: Consistency and Scalable Methods. NIPS 2015: 2107-2115
c84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan En-Hsu Yen, Kai Zhong, Cho-Jui Hsieh, Pradeep Ravikumar, Inderjit S. Dhillon: Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent. NIPS 2015: 2368-2376
c83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon: Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial. NIPS 2015: 3213-3221
c82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Nagarajan Natarajan, Pradeep Ravikumar, Inderjit S. Dhillon: Consistent Multilabel Classification. NIPS 2015: 3321-3329
c81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai-Yang Chiang, Cho-Jui Hsieh, Inderjit S. Dhillon: Matrix Completion with Noisy Side Information. NIPS 2015: 3447-3455
c80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce Jiyoung Whang, Inderjit S. Dhillon, David F. Gleich: Non-exhaustive, Overlapping k-means. SDM 2015: 936-944
c79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Cho-Jui Hsieh, Hyokun Yun, S. V. N. Vishwanathan, Inderjit S. Dhillon: A Scalable Asynchronous Distributed Algorithm for Topic Modeling. WWW 2015: 1340-1350
i18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon: Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion. CoRR abs/1503.07439 (2015)
i17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon: PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent. CoRR abs/1504.01365 (2015)
i16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNagarajan Natarajan, Oluwasanmi Koyejo, Pradeep Ravikumar, Inderjit S. Dhillon: Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics. CoRR abs/1505.01802 (2015)
i15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon: Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons. CoRR abs/1507.04457 (2015)
i14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon: Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization. CoRR abs/1509.01404 (2015)
i13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Nikhil Rao, Inderjit S. Dhillon: Temporal Regularized Matrix Factorization. CoRR abs/1509.08333 (2015)
2014
j35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNagarajan Natarajan, Inderjit S. Dhillon: Inductive matrix completion for predicting gene-disease associations. Bioinformatics 30(12): 60-68 (2014)
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai-Yang Chiang, Cho-Jui Hsieh, Nagarajan Natarajan, Inderjit S. Dhillon, Ambuj Tewari: Prediction and clustering in signed networks: a local to global perspective. Journal of Machine Learning Research 15(1): 1177-1213 (2014)
j33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Mátyás A. Sustik, Inderjit S. Dhillon, Pradeep Ravikumar: QUIC: quadratic approximation for sparse inverse covariance estimation. Journal of Machine Learning Research 15(1): 2911-2947 (2014)
j32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon: Parallel matrix factorization for recommender systems. Knowl. Inf. Syst. 41(3): 793-819 (2014)
j31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyokun Yun, Hsiang-Fu Yu, Cho-Jui Hsieh, S. V. N. Vishwanathan, Inderjit S. Dhillon: NOMAD: Nonlocking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion. PVLDB 7(11): 975-986 (2014)
c78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Si Si, Inderjit S. Dhillon: A Divide-and-Conquer Solver for Kernel Support Vector Machines. ICML 2014: 566-574
c77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Prateek Jain, Purushottam Kar, Inderjit S. Dhillon: Large-scale Multi-label Learning with Missing Labels. ICML 2014: 593-601
c76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon: Admixture of Poisson MRFs: A Topic Model with Word Dependencies. ICML 2014: 683-691
c75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSi Si, Cho-Jui Hsieh, Inderjit S. Dhillon: Memory Efficient Kernel Approximation. ICML 2014: 701-709
c74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan En-Hsu Yen, Cho-Jui Hsieh, Pradeep Ravikumar, Inderjit S. Dhillon: Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under High-Dimensional Settings. NIPS 2014: 1008-1016
c73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Inderjit S. Dhillon, Pradeep Ravikumar, Stephen Becker, Peder A. Olsen: QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models. NIPS 2014: 2006-2014
c72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Zhong, Ian En-Hsu Yen, Inderjit S. Dhillon, Pradeep Ravikumar: Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators. NIPS 2014: 2375-2383
c71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan En-Hsu Yen, Ting-Wei Lin, Shou-De Lin, Pradeep Ravikumar, Inderjit S. Dhillon: Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space. NIPS 2014: 2456-2464
c70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Nagarajan Natarajan, Pradeep Ravikumar, Inderjit S. Dhillon: Consistent Binary Classification with Generalized Performance Metrics. NIPS 2014: 2744-2752
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSi Si, Donghyuk Shin, Inderjit S. Dhillon, Beresford N. Parlett: Multi-Scale Spectral Decomposition of Massive Graphs. NIPS 2014: 2798-2806
c68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon: Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs. NIPS 2014: 3158-3166
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Si Si, Inderjit S. Dhillon: Fast Prediction for Large-Scale Kernel Machines. NIPS 2014: 3689-3697
i12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Nagarajan Natarajan, Inderjit S. Dhillon: PU Learning for Matrix Completion. CoRR abs/1411.6081 (2014)
i11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Cho-Jui Hsieh, Hyokun Yun, S. V. N. Vishwanathan, Inderjit S. Dhillon: A Scalable Asynchronous Distributed Algorithm for Topic Modeling. CoRR abs/1412.4986 (2014)
2013
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDongmin Kim, Suvrit Sra, Inderjit S. Dhillon: A non-monotonic method for large-scale non-negative least squares. Optimization Methods and Software 28(5): 1012-1039 (2013)
c66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon: Overlapping community detection using seed set expansion. CIKM 2013: 2099-2108
c65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon: Scalable Network Analysis. COMAD 2013: 4
c64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce Jiyoung Whang, Piyush Rai, Inderjit S. Dhillon: Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing. ICDM 2013: 817-826
c63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee, Cho-Jui Hsieh, Pradeep Ravikumar, Inderjit S. Dhillon: Large Scale Distributed Sparse Precision Estimation. NIPS 2013: 584-592
c62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNagarajan Natarajan, Inderjit S. Dhillon, Pradeep Ravikumar, Ambuj Tewari: Learning with Noisy Labels. NIPS 2013: 1196-1204
c61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Mátyás A. Sustik, Inderjit S. Dhillon, Pradeep Ravikumar, Russell A. Poldrack: BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables. NIPS 2013: 3165-3173
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNagarajan Natarajan, Donghyuk Shin, Inderjit S. Dhillon: Which app will you use next?: collaborative filtering with interactional context. RecSys 2013: 201-208
e1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Yehuda Koren, Rayid Ghani, Ted E. Senator, Paul Bradley, Rajesh Parekh, Jingrui He, Robert L. Grossman, Ramasamy Uthurusamy: The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013 .ACM 2013, ISBN 978-1-4503-2174-7
i10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai-Yang Chiang, Cho-Jui Hsieh, Nagarajan Natarajan, Ambuj Tewari, Inderjit S. Dhillon: Prediction and Clustering in Signed Networks: A Local to Global Perspective .CoRR abs/1302.5145 (2013)
i9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Inderjit S. Dhillon: Provable Inductive Matrix Completion. CoRR abs/1306.0626 (2013)
i8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Mátyás A. Sustik, Inderjit S. Dhillon, Pradeep Ravikumar: Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation. CoRR abs/1306.3212 (2013)
i7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Prateek Jain, Inderjit S. Dhillon: Large-scale Multi-label Learning with Missing Labels. CoRR abs/1307.5101 (2013)
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Si Si, Inderjit S. Dhillon: A Divide-and-Conquer Solver for Kernel Support Vector Machines. CoRR abs/1311.0914 (2013)
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyokun Yun, Hsiang-Fu Yu, Cho-Jui Hsieh, S. V. N. Vishwanathan, Inderjit S. Dhillon: NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion. CoRR abs/1312.0193 (2013)
2012
j29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Brian Kulis, Jason V. Davis, Inderjit S. Dhillon: Metric and Kernel Learning Using a Linear Transformation. Journal of Machine Learning Research 13: 519-547 (2012)
j28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMátyás A. Sustik, Inderjit S. Dhillon: On a Zero-Finding Problem Involving the Matrix Exponential. SIAM J. Matrix Analysis Applications 33(4): 1237-1249 (2012)
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDonghyuk Shin, Si Si, Inderjit S. Dhillon: Multi-scale link prediction. CIKM 2012: 215-224
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai-Yang Chiang, Joyce Jiyoung Whang, Inderjit S. Dhillon: Scalable clustering of signed networks using balance normalized cut. CIKM 2012: 615-624
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce Jiyoung Whang, Xin Sui, Inderjit S. Dhillon: Scalable and Memory-Efficient Clustering of Large-Scale Social Networks. ICDM 2012: 705-714
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiang-Fu Yu, Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon: Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems. ICDM 2012: 765-774
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Kai-Yang Chiang, Inderjit S. Dhillon: Low rank modeling of signed networks. KDD 2012: 507-515
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Sui, Tsung-Hsien Lee, Joyce Jiyoung Whang, Berkant Savas, Saral Jain, Keshav Pingali, Inderjit S. Dhillon: Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction. LCPC 2012: 76-95
c53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Cho-Jui Hsieh, Mátyás A. Sustik, Pradeep Ravikumar: Sparse inverse covariance matrix estimation using quadratic approximation. MLSLP 2012
c52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Inderjit S. Dhillon, Pradeep Ravikumar, Arindam Banerjee: A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation. NIPS 2012: 2339-2347
c51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHan Hee Song, Berkant Savas, Tae Won Cho, Vacha Dave, Zhengdong Lu, Inderjit S. Dhillon, Yin Zhang, Lili Qiu: Clustered embedding of massive social networks. SIGMETRICS 2012: 331-342
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDonghyuk Shin, Si Si, Inderjit S. Dhillon: Multi-Scale Link Prediction .CoRR abs/1206.1891 (2012)
2011
j27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexandre d'Aspremont, Francis R. Bach, Inderjit S. Dhillon, Bin Yu: Preface. Math. Program. 127(1): 1-2 (2011)
j26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVishvas Vasuki, Nagarajan Natarajan, Zhengdong Lu, Berkant Savas, Inderjit S. Dhillon: Scalable Affiliation Recommendation using Auxiliary Networks. ACM TIST 3(1): 3:1-3:20 (2011)
c50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai-Yang Chiang, Nagarajan Natarajan, Ambuj Tewari, Inderjit S. Dhillon: Exploiting longer cycles for link prediction in signed networks. CIKM 2011: 1157-1162
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Inderjit S. Dhillon: Fast coordinate descent methods with variable selection for non-negative matrix factorization. KDD 2011: 1064-1072
c48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmbuj Tewari, Pradeep Ravikumar, Inderjit S. Dhillon: Greedy Algorithms for Structurally Constrained High Dimensional Problems. NIPS 2011: 882-890
c47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Ambuj Tewari, Inderjit S. Dhillon: Orthogonal Matching Pursuit with Replacement. NIPS 2011: 1215-1223
c46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Pradeep Ravikumar, Ambuj Tewari: Nearest Neighbor based Greedy Coordinate Descent. NIPS 2011: 2160-2168
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Mátyás A. Sustik, Inderjit S. Dhillon, Pradeep Ravikumar: Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation. NIPS 2011: 2330-2338
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBerkant Savas, Inderjit S. Dhillon: Clustered low rank approximation of graphs in information science applications. SDM 2011: 164-175
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Ambuj Tewari, Inderjit S. Dhillon: Orthogonal Matching Pursuit with Replacement .CoRR abs/1106.2774 (2011)
2010
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDongmin Kim, Suvrit Sra, Inderjit S. Dhillon: Tackling Box-Constrained Optimization via a New Projected Quasi-Newton Approach. SIAM J. Scientific Computing 32(6): 3548-3563 (2010)
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhengdong Lu, Berkant Savas, Wei Tang, Inderjit S. Dhillon: Supervised Link Prediction Using Multiple Sources. ICDM 2010: 923-928
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDongmin Kim, Suvrit Sra, Inderjit S. Dhillon: A scalable trust-region algorithm with application to mixed-norm regression. ICML 2010: 519-526
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Raghu Meka, Inderjit S. Dhillon: Guaranteed Rank Minimization via Singular Value Projection. NIPS 2010: 937-945
c40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Brian Kulis, Inderjit S. Dhillon: Inductive Regularized Learning of Kernel Functions. NIPS 2010: 946-954
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVishvas Vasuki, Nagarajan Natarajan, Zhengdong Lu, Inderjit S. Dhillon: Affiliation recommendation using auxiliary networks. RecSys 2010: 103-110
2009
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Kulis, Mátyás A. Sustik, Inderjit S. Dhillon: Low-Rank Kernel Learning with Bregman Matrix Divergences. Journal of Machine Learning Research 10: 341-376 (2009)
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Kulis, Sugato Basu, Inderjit S. Dhillon, Raymond J. Mooney: Semi-supervised graph clustering: a kernel approach. Machine Learning 74(1): 1-22 (2009)
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Tang, Zhengdong Lu, Inderjit S. Dhillon: Clustering with Multiple Graphs. ICDM 2009: 1016-1021
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Gunjan Gupta, Joydeep Ghosh, Hyuk Cho, Inderjit S. Dhillon: A scalable framework for discovering coherent co-clusters in noisy data. ICML 2009: 241-248
c36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhengdong Lu, Prateek Jain, Inderjit S. Dhillon: Geometry-aware metric learning. ICML 2009: 673-680
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRaghu Meka, Prateek Jain, Inderjit S. Dhillon: Matrix Completion from Power-Law Distributed Samples. NIPS 2009: 1258-1266
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhengdong Lu, Deepak Agarwal, Inderjit S. Dhillon: A spatio-temporal approach to collaborative filtering. RecSys 2009: 13-20
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Kulis, Suvrit Sra, Inderjit S. Dhillon: Convex Perturbations for Scalable Semidefinite Programming. AISTATS 2009: 296-303
r1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPavel Berkhin, Inderjit S. Dhillon: Knowledge Discovery: Clustering. Encyclopedia of Complexity and Systems Science 2009: 5051-5064
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRaghu Meka, Prateek Jain, Inderjit S. Dhillon: Guaranteed Rank Minimization via Singular Value Projection .CoRR abs/0909.5457 (2009)
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Brian Kulis, Jason V. Davis, Inderjit S. Dhillon: Metric and Kernel Learning using a Linear Transformation. CoRR abs/0910.5932 (2009)
2008
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Robert W. Heath Jr., Thomas Strohmer, Joel A. Tropp: Constructing Packings in Grassmannian Manifolds via Alternating Projection. Experimental Mathematics 17(1): 9-35 (2008)
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDongmin Kim, Suvrit Sra, Inderjit S. Dhillon: Fast Projection-Based Methods for the Least Squares Nonnegative Matrix Approximation Problem. Statistical Analysis and Data Mining 1(1): 38-51 (2008)
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Raghu Meka, Inderjit S. Dhillon: Simultaneous Unsupervised Learning of Disparate Clusterings. Statistical Analysis and Data Mining 1(3): 195-210 (2008)
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJustin Brickell, Inderjit S. Dhillon, Suvrit Sra, Joel A. Tropp: The Metric Nearness Problem. SIAM J. Matrix Analysis Applications 30(1): 375-396 (2008)
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyuk Cho, Inderjit S. Dhillon: Coclustering of Human Cancer Microarrays Using Minimum Sum-Squared Residue Coclustering. IEEE/ACM Trans. Comput. Biology Bioinform. 5(3): 385-400 (2008)
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh, Gunjan Gupta, Hyuk Cho, Inderjit S. Dhillon: Hunting for Coherent Co-clusters in High Dimensional and Noisy Datasets. ICDM Workshops 2008: 654-663
c31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRaghu Meka, Prateek Jain, Constantine Caramanis, Inderjit S. Dhillon: Rank minimization via online learning. ICML 2008: 656-663
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason V. Davis, Inderjit S. Dhillon: Structured metric learning for high dimensional problems. KDD 2008: 195-203
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Brian Kulis, Inderjit S. Dhillon, Kristen Grauman: Online Metric Learning and Fast Similarity Search. NIPS 2008: 761-768
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrateek Jain, Raghu Meka, Inderjit S. Dhillon: Simultaneous Unsupervised Learning of Disparate Clusterings. SDM 2008: 858-869
2007
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam 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 8: 1919-1986 (2007)
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Yuqiang Guan, Brian Kulis: Weighted Graph Cuts without Eigenvectors A Multilevel Approach. IEEE Trans. Pattern Anal. Mach. Intell. 29(11): 1944-1957 (2007)
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Joel A. Tropp: Matrix Nearness Problems with Bregman Divergences. SIAM J. Matrix Analysis Applications 29(4): 1120-1146 (2007)
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason V. Davis, Brian Kulis, Prateek Jain, Suvrit Sra, Inderjit S. Dhillon: Information-theoretic metric learning. ICML 2007: 209-216
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDongmin Kim, Suvrit Sra, Inderjit S. Dhillon: Fast Newton-type Methods for the Least Squares Nonnegative Matrix Approximation Problem. SDM 2007: 343-354
2006
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Beresford N. Parlett, Christof Vömel: The design and implementation of the MRRR algorithm. ACM Trans. Math. Softw. 32(4): 533-560 (2006)
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Kulis, Mátyás A. Sustik, Inderjit S. Dhillon: Learning low-rank kernel matrices. ICML 2006: 505-512
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJustin Brickell, Inderjit S. Dhillon, Dharmendra S. Modha: Adaptive Website Design Using Caching Algorithms. WEBKDD 2006: 1-20
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason V. Davis, Inderjit S. Dhillon: Estimating the global pagerank of web communities. KDD 2006: 116-125
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason V. Davis, Inderjit S. Dhillon: Differential Entropic Clustering of Multivariate Gaussians. NIPS 2006: 337-344
p1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarc Teboulle, Pavel Berkhin, Inderjit S. Dhillon, Yuqiang Guan, Jacob Kogan: Clustering with Entropy-Like k-Means Algorithms. Grouping Multidimensional Data 2006: 127-160
2005
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Clustering on the Unit Hypersphere using von Mises-Fisher Distributions. Journal of Machine Learning Research 6: 1345-1382 (2005)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. Journal of Machine Learning Research 6: 1705-1749 (2005)
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit 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 27(1): 61-71 (2005)
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaolo 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 27(1): 43-66 (2005)
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Beresford N. Parlett, Christof Vömel: Glued Matrices and the MRRR Algorithm. SIAM J. Scientific Computing 27(2): 496-510 (2005)
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel A. Tropp, Inderjit S. Dhillon, Robert W. Heath Jr., Thomas Strohmer: Designing structured tight frames via an alternating projection method. IEEE Trans. Information Theory 51(1): 188-209 (2005)
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Kulis, Sugato Basu, Inderjit S. Dhillon, Raymond J. Mooney: Semi-supervised graph clustering: a kernel approach. ICML 2005: 457-464
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Yuqiang Guan, Brian Kulis: A fast kernel-based multilevel algorithm for graph clustering. KDD 2005: 629-634
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Suvrit Sra: Generalized Nonnegative Matrix Approximations with Bregman Divergences. NIPS 2005: 283-290
2004
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel A. Tropp, Inderjit S. Dhillon, Robert W. Heath Jr.: Finite-Step Algorithms for Constructing Optimal CDMA Signature Sequences. IEEE Trans. Information Theory 50(11): 2916-2921 (2004)
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu: An information theoretic analysis of maximum likelihood mixture estimation for exponential families. ICML 2004
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam 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: 509-514
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Yuqiang Guan, Brian Kulis: Kernel k-means: spectral clustering and normalized cuts. KDD 2004: 551-556
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Suvrit Sra, Joel A. Tropp: Triangle Fixing Algorithms for the Metric Nearness Problem. NIPS 2004: 361-368
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyuk Cho, Inderjit S. Dhillon, Yuqiang Guan, Suvrit Sra: Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data. SDM 2004: 114-125
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. SDM 2004: 234-245
2003
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Edward M. Marcotte, Usman Roshan: Diametrical clustering for identifying anti-correlated gene clusters. Bioinformatics 19(13): 1612-1619 (2003)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar: A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification. Journal of Machine Learning Research 3: 1265-1287 (2003)
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Beresford N. Parlett: Orthogonal Eigenvectors and Relative Gaps. SIAM J. Matrix Analysis Applications 25(3): 858-899 (2003)
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Yuqiang Guan: Information Theoretic Clustering of Sparse Co-Occurrence Data. ICDM 2003: 517-520
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Generative model-based clustering of directional data. KDD 2003: 19-28
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Subramanyam Mallela, Dharmendra S. Modha: Information-theoretic co-clustering. KDD 2003: 89-98
2002
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Dharmendra S. Modha, W. Scott Spangler: Class visualization of high-dimensional data with applications. Computational Statistics & Data Analysis 41(1): 59-90 (2002)
c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Yuqiang Guan, Jacob Kogan: Iterative Clustering of High Dimensional Text Data Augmented by Local Search. ICDM 2002: 131-138
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar: Enhanced word clustering for hierarchical text classification. KDD 2002: 191-200
2001
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Dharmendra S. Modha: Concept Decompositions for Large Sparse Text Data Using Clustering. Machine Learning 42(1/2): 143-175 (2001)
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon: Co-clustering documents and words using bipartite spectral graph partitioning. KDD 2001: 269-274
1999
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, Dharmendra S. Modha: A Data-Clustering Algorithm on Distributed Memory Multiprocessors. Large-Scale Parallel Data Mining 1999: 245-260
1997
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLL. 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. 23(2): 133-147 (1997)
c5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLL. 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
c4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInderjit S. Dhillon, George Fann, Beresford N. Parlett: Application of a New Algorithm for the Symmetric Eigenproblem to Computational Quantum Chemistry. PPSC 1997
1996
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew 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: 57-64
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLL. Susan Blackford, Jaeyoung Choi, Andrew J. Cleary, James Demmel, Inderjit S. Dhillon, Jack Dongarra, Sven Hammarling, Greg Henry, Antoine Petitet, Ken Stanley, David W. Walker, R. Clinton Whaley: ScaLAPACK: A Portable Linear Algebra Library for Distributed Memory Computers - Design Issues and Performance. SC 1996: 5
1995
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaeyoung 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: 95-106

Coauthor Index

1Deepak Agarwal[c34]
2Francis R. Bach[j27]
3Arindam Banerjee[c63] [c52] [j17] [j13] [j12] [c18] [c17] [c13] [c11]
4Sugato Basu[j23] [c21]
5Stephen Becker[c73]
6Pavel Berkhin[r1] [p1]
7Paolo Bientinesi[j10]
8L. Susan Blackford[j1] [c5] [c2]
9Paul Bradley[e1]
10Justin Brickell[j19] [c24]
11Constantine Caramanis[c31]
12Suleyman Cetintas[c93]
13Kai-Yang Chiang[c107] [c103] [c81] [j34] [i10] [c58] [c55] [c50]
14Hyuk Cho[c37] [j18] [c32] [c14]
15Tae Won Cho[c51]
16Jaeyoung Choi[c5] [c2] [c1]
17Andrew J. Cleary[j1] [c5] [c3] [c2]
18Alexandre d'Aspremont[j27]
19Vacha Dave[c51]
20Jason V. Davis[j29] [i1] [c30] [c27] [c23] [c22]
21Eduardo F. D'Azevedo[c5]
22James Demmel[c98] [j1] [c5] [c3] [c2] [c1]
23Meghana Deodhar[c37] [c32]
24Jack J. Dongarra
Jack Dongarra
[j1] [c5] [c3] [c2] [c1]
25George Fann[c4]
26Robert A. van de Geijn[j10]
27Rayid Ghani[e1]
28Joydeep Ghosh[c37] [c32] [j17] [j13] [j12] [c18] [c17] [c13] [c11]
29Nicolas Gillis[j36] [i14]
30David F. Gleich[j37] [c96] [i23] [c86] [c80] [i18] [c66]
31Kristen Grauman[c29]
32Robert L. Grossman[e1]
33Yuqiang Guan[j16] [p1] [c20] [c16] [c14] [c12] [c9]
34Gunjan Gupta[c37] [c32]
35Sven Hammarling[j1] [c5] [c3] [c2]
36Jingrui He[e1]
37Robert W. Heath Jr.[j22] [j11] [j8] [j7]
38Greg Henry[c5] [c2]
39Yangyang Hou[c96] [i23] [c86]
40Cho-Jui Hsieh[j39] [c107] [c105] [c103] [c98] [i20] [i19] [c89] [c87] [c84] [c81] [c79] [i17] [j34] [j33] [j32] [j31] [c78] [c75] [c74] [c73] [c67] [i12] [i11] [c63] [c61] [i10] [i8] [i6] [i5] [c56] [c55] [c53] [c52] [c49] [c45]
41Hsin-Yuan Huang[c110]
42Xiangru Huang[c104] [c97]
43David I. Inouye[c106] [c83] [c76] [c68]
44Prateek Jain 0002[j40] [c101] [c99] [i22] [c95] [c77] [i9] [i7] [j29] [c47] [i3] [c41] [c40] [c36] [c35] [i2] [i1] [j20] [c31] [c29] [c28] [c27]
45Saral Jain[c54]
46Abhay Jha[c91]
47Purushottam Kar[c77]
48Dongmin Kim[j30] [j25] [c42] [j21] [c26]
49Jacob Kogan[p1] [c9]
50Yehuda Koren[e1]
51Oluwasanmi Koyejo[c109] [c82] [i16] [c70]
52Brian Kulis[j29] [c40] [j24] [j23] [c33] [i1] [c29] [j16] [c27] [c25] [c21] [c20] [c16]
53Rahul Kumar[j5] [c8]
54Kuang-chih Lee
Kuang-Chih Lee
[c93]
55Tsung-Hsien Lee[c54]
56Qi Lei[i24] [j36] [c100] [i19] [i14]
57Andrew Lenharth[c92]
58Xiangru Lian[c98]
59Chih-Jen Lin[c110]
60Shou-De Lin[c71]
61Ting-Wei Lin[c71]
62Xin Lin[c108] [c88]
63Ji Liu[c98]
64Zhengdong Lu[c51] [j26] [c43] [c39] [c38] [c36] [c34]
65Subramanyam Mallela[j5] [c10] [c8]
66Edward M. Marcotte[j6]
67Raghu Meka[c41] [c35] [i2] [j20] [c31] [c28]
68Srujana Merugu[j17] [j12] [c18] [c17] [c13]
69Dharmendra S. Modha[j17] [c24] [c17] [c10] [j3] [j2] [c6]
70Raymond J. Mooney[j23] [c21]
71Nagarajan Natarajan[c109] [c94] [c87] [c82] [i16] [j35] [j34] [c70] [i12] [c62] [c60] [i10] [j26] [c50] [c39]
72Joe Neeman[c90] [i15]
73Peder A. Olsen[c73]
74Susan Ostrouchov[c1]
75Rajesh Parekh[e1]
76Dohyung Park[c90] [i15]
77Beresford N. Parlett[c69] [j14] [j9] [j4] [c4]
78Antoine Petitet[j1] [c5] [c3] [c2] [c1]
79Keshav Pingali[c92] [c54]
80Russell A. Poldrack[c61]
81Lili Qiu[c51]
82Piyush Rai[c64]
83Nikhil Rao[c103] [c102] [c101] [i22] [c94] [c85] [i13]
84Pradeep Ravikumar[c109] [c108] [c106] [c104] [c97] [i21] [c88] [c85] [c84] [c83] [c82] [i16] [j33] [c76] [c74] [c73] [c72] [c71] [c70] [c68] [c63] [c62] [c61] [i8] [c53] [c52] [c48] [c46] [c45]
85Shubhankar Ray[c91]
86H. Ren[j1] [c3]
87Usman Roshan[j6]
88Sujay Sanghavi[c90] [i15]
89Berkant Savas[j38] [c54] [c51] [j26] [c44] [c43]
90Brian Seaman[c91]
91Ted E. Senator[e1]
92Donghyuk Shin[c93] [c69] [c60] [c59] [i4]
93Si Si[c105] [c103] [i21] [i20] [j32] [c78] [c75] [c69] [c67] [i6] [c59] [c56] [i4]
94Han Hee Song[c51]
95W. Scott Spangler[j3]
96Suvrit Sra[j30] [j25] [c42] [c33] [j21] [j19] [c27] [c26] [j13] [c19] [c15] [c14] [c11]
97Ken Stanley[j1] [c5] [c3] [c2] [c1]
98Thomas Strohmer[j22] [j8]
99Xin Sui[c57] [c54]
100Mátyás A. Sustik[j33] [c61] [i8] [j28] [c53] [c45] [j24] [c25] [j11]
101Rashish Tandon[i21]
102Wei Tang[c43] [c38]
103Marc Teboulle[p1]
104Ambuj Tewari[j40] [j34] [c62] [i10] [c50] [c48] [c47] [c46] [i3]
105Joel A. Tropp[j22] [j19] [j15] [j11] [j8] [j7] [c15]
106Ramasamy Uthurusamy[e1]
107Roman Vaculín[i24]
108Arnaud Vandaele[j36] [i14]
109Vishvas Vasuki[j26] [c39]
110S. V. N. Vishwanathan[j39] [c79] [j31] [i11] [i5]
111Christof Vömel[j14] [j9]
112David W. Walker[c5] [c2] [c1]
113Huahua Wang[c63]
114R. Clinton Whaley[j1] [c5] [c3] [c2] [c1]
115Joyce Jiyoung Whang[j37] [c96] [i23] [c92] [c86] [c80] [i18] [c66] [c64] [c58] [c57] [c54]
116Lingfei Wu[i24]
117Ian En-Hsu Yen[c108] [c104] [c97] [c88] [c84] [c74] [c72] [c71]
118Jinfeng Yi[i24]
119Yang You[c98]
120Bin Yu 0001[j27]
121Hsiang-Fu Yu[c110] [j39] [c102] [c98] [i19] [c89] [c85] [c79] [i17] [i13] [j32] [j31] [c77] [i11] [i7] [i5] [c56]
122Hyokun Yun[j39] [c79] [j31] [i11] [i5]
123Jin Zhang[c90] [i15]
124Jiong Zhang[c108]
125Ruohan Zhang[c97]
126Yin Zhang[c51]
127Kai Zhong[j36] [c104] [c100] [c99] [c97] [c95] [c88] [c84] [i14] [c72]

 

Last update 2017-05-30 00:34 CEST by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page