Inderjit S. Dhillon
Affiliations: University of Texas at Austin, USA
According to our database^{1},
Inderjit S. Dhillon
authored at least 228 papers
between 1995 and 2022.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2014, "For contributions to largescale data analysis, machine learning and computational mathematics.".
IEEE Fellow
IEEE Fellow 2014, "For contributions to largescale data analysis and computational mathematics".
Timeline
Legend:
Book In proceedings Article PhD thesis OtherLinks
Online presence:

on dl.acm.org
On csauthors.net:
Bibliography
2022
On the Benefits of Multiple Gossip Steps in CommunicationConstrained Decentralized Federated Learning.
IEEE Trans. Parallel Distributed Syst., 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
EnterpriseScale Search: Accelerating Inference for Sparse Extreme MultiLabel Ranking Trees.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the ThirtyFirst International Joint Conference on Artificial Intelligence, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
DPNormFedAvg: Normalizing Client Updates for PrivacyPreserving Federated Learning.
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Fast MultiResolution Transformer Finetuning for Extreme Multilabel Text Classification.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Enabling EfficiencyPrecision Tradeoffs for Label Trees in Extreme Classification.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the ThirtyFifth AAAI Conference on Artificial Intelligence, 2021
2020
CoRR, 2020
CoRR, 2020
On the Benefits of Multiple Gossip Steps in CommunicationConstrained Decentralized Optimization.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Scalable AntiTrustRank with Qualified Sitelevel Seeds for Linkbased Web Spam Detection.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Multiresolution Transformer Networks: Recurrence is Not Essential for Modeling Hierarchical Structure.
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Think Globally, Act Locally: A Deep Neural Network Approach to HighDimensional Time Series Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification.
Proceedings of Machine Learning and Systems 2019, 2019
Proceedings of the TwentyEighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 Twelfth International Conference on Contemporary Computing, 2019
Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Online Embedding Compression for Text Classification Using Low Rank Matrix Factorization.
Proceedings of the ThirtyThird AAAI Conference on Artificial Intelligence, 2019
2018
Using Side Information to Reliably Learn LowRank Matrices from Missing and Corrupted Observations.
J. Mach. Learn. Res., 2018
Discrete Attacks and Submodular Optimization with Applications to Text Classification.
CoRR, 2018
CoRR, 2018
Proceedings of the SIGIR 2018 Workshop On eCommerce colocated with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
IEEE Trans. Inf. Theory, 2017
J. Mach. Learn. Res., 2017
J. Mach. Learn. Res., 2017
CoRR, 2017
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
CommunicationEfficient Distributed Block Minimization for Nonlinear Kernel Machines.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Doubly Greedy PrimalDual Coordinate Descent for Sparse Empirical Risk Minimization.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
Scalable Convex Multiple Sequence Alignment via EntropyRegularized Dual Decomposition.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
A Unified Algorithm for OneCass Structured Matrix Factorization with Side Information.
Proceedings of the ThirtyFirst AAAI Conference on Artificial Intelligence, 2017
2016
Efficient and NonConvex Coordinate Descent for Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Signal Process., 2016
IEEE Trans. Knowl. Data Eng., 2016
SIAM J. Matrix Anal. Appl., 2016
CoRR, 2016
CoRR, 2016
Computer, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Temporal Regularized Matrix Factorization for Highdimensional Time Series Prediction.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
PDSparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification.
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies.
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
CoRR, 2015
CoRR, 2015
Optimal DecisionTheoretic Classification Using NonDecomposable Performance Metrics.
CoRR, 2015
Proceedings of the 24th International Conference on World Wide Web, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Preference Completion: Largescale Collaborative Ranking from Pairwise Comparisons.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the EuroPar 2015: Parallel Processing, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in MultiSensor Adaptive Processing, 2015
Proceedings of the Algorithmic Learning Theory  26th International Conference, 2015
2014
NOMAD: Nonlocking, stOchastic Multimachine algorithm for Asynchronous and Decentralized matrix completion.
Proc. VLDB Endow., 2014
Knowl. Inf. Syst., 2014
J. Mach. Learn. Res., 2014
J. Mach. Learn. Res., 2014
Bioinform., 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under HighDimensional Settings.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Optim. Methods Softw., 2013
NOMAD: Nonlocking, stOchastic Multimachine algorithm for Asynchronous and Decentralized matrix completion.
CoRR, 2013
CoRR, 2013
CoRR, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and SimilarityBased Smoothing.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 19th International Conference on Management of Data, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
SIAM J. Matrix Anal. Appl., 2012
J. Mach. Learn. Res., 2012
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Proceedings of the 2012 Symposium on Machine Learning in Speech and Language Processing, 2012
Parallel Clustered LowRank Approximation of Graphs and Its Application to Link Prediction.
Proceedings of the Languages and Compilers for Parallel Computing, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
ACM Trans. Intell. Syst. Technol., 2011
Math. Program., 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Fast coordinate descent methods with variable selection for nonnegative matrix factorization.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
SIAM J. Sci. Comput., 2010
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 69 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 69 December 2010, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML10), 2010
Proceedings of the ICDM 2010, 2010
2009
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009
Mach. Learn., 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
J. Mach. Learn. Res., 2009
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the ICDM 2009, 2009
2008
Coclustering of Human Cancer Microarrays Using Minimum SumSquared Residue Coclustering.
IEEE ACM Trans. Comput. Biol. Bioinform., 2008
SIAM J. Matrix Anal. Appl., 2008
Fast ProjectionBased Methods for the Least Squares Nonnegative Matrix Approximation Problem.
Stat. Anal. Data Min., 2008
Stat. Anal. Data Min., 2008
Exp. Math., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the Machine Learning, 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
2007
SIAM J. Matrix Anal. Appl., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
A Generalized Maximum Entropy Approach to Bregman Coclustering and Matrix Approximation.
J. Mach. Learn. Res., 2007
Fast Newtontype Methods for the Least Squares Nonnegative Matrix Approximation Problem.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Machine Learning, 2007
2006
ACM Trans. Math. Softw., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the Grouping Multidimensional Data  Recent Advances in Clustering, 2006
2005
IEEE Trans. Inf. Theory, 2005
SIAM J. Sci. Comput., 2005
A Parallel Eigensolver for Dense Symmetric Matrices Based on Multiple Relatively Robust Representations.
SIAM J. Sci. Comput., 2005
Generalized Finite Algorithms for Constructing Hermitian Matrices with Prescribed Diagonal and Spectrum.
SIAM J. Matrix Anal. Appl., 2005
J. Mach. Learn. Res., 2005
J. Mach. Learn. Res., 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
2004
IEEE Trans. Inf. Theory, 2004
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
An information theoretic analysis of maximum likelihood mixture estimation for exponential families.
Proceedings of the Machine Learning, 2004
2003
SIAM J. Matrix Anal. Appl., 2003
A Divisive InformationTheoretic Feature Clustering Algorithm for Text Classification.
J. Mach. Learn. Res., 2003
Bioinform., 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
2002
Comput. Stat. Data Anal., 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
2001
Mach. Learn., 2001
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
1999
Proceedings of the LargeScale Parallel Data Mining, 1999
1997
ACM Trans. Math. Softw., 1997
Application of a New Algorithm for the Symmetric Eigenproblem to Computational Quantum Chemistry.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
ScaLAPACK: A Linear Algebra Library for MessagePassing Computers.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
1996
ScaLAPACK: A Portable Linear Algebra Library for Distributed Memory Computers  Design Issues and Performance.
Proceedings of the 1996 ACM/IEEE Conference on Supercomputing, 1996
Proceedings of the Applied Parallel Computing, 1996
1995
ScaLAPACK: A Portable Linear Algebra Library for Distributed Memory Computers  Design Issues and Performance.
Proceedings of the Applied Parallel Computing, 1995