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All publications by Joydeep Ghosh
authors venues years



Unified View of Matrix Completion under General Structural Constraints
Suriya Gunasekar, Arindam Banerjee and Joydeep Ghosh
Advances in Neural Information Processing Systems 28, 2015


Exponential Family Matrix Completion under Structural Constraints
Suriya Gunasekar, Pradeep Ravikumar and Joydeep Ghosh
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


On Prior Distributions and Approximate Inference for Structured Variables
Oluwasanmi O. Koyejo, Rajiv Khanna, Joydeep Ghosh and Russell Poldrack
Advances in Neural Information Processing Systems 27, 2014


A scalable framework for discovering coherent co-clusters in noisy data
Meghana Deodhar, Gunjan Gupta, Joydeep Ghosh, Hyuk Cho and Inderjit S. Dhillon
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation
Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu and Dharmendra S. Modha
Journal of Machine Learning Research, 2007


Robust one-class clustering using hybrid global and local search
Gunjan Gupta and Joydeep Ghosh
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Clustering with Bregman Divergences
Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon and Joydeep Ghosh
Journal of Machine Learning Research, 2005


Clustering on the Unit Hypersphere using von Mises-Fisher Distributions
Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh and Suvrit Sra
Journal of Machine Learning Research, 2005


An information theoretic analysis of maximum likelihood mixture estimation for exponential families
Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh and Srujana Merugu
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


A Unified Framework for Model-based Clustering
Shi Zhong and Joydeep Ghosh
Journal of Machine Learning Research, 2003


Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions
Alexander Strehl and Joydeep Ghosh
Journal of Machine Learning Research, 2002