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All publications by Nebojsa Jojic
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Efficient Ranking from Pairwise Comparisons
Fabian Wauthier, Michael Jordan and Nebojsa Jojic
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Documents as multiple overlapping windows into grids of counts
Alessandro Perina, Nebojsa Jojic, Manuele Bicego and Andrzej Truski
Advances in Neural Information Processing Systems 26, 2013


A Comparative Framework for Preconditioned Lasso Algorithms
Fabian L. Wauthier, Nebojsa Jojic and Michael Jordan
Advances in Neural Information Processing Systems 26, 2013


Structural epitome: a way to summarize one’s visual experience
Nebojsa Jojic, Alessandro Perina and Vittorio Murino
Advances in Neural Information Processing Systems 23, 2010


Exact inference and learning for cumulative distribution functions on loopy graphs
Nebojsa Jojic, Chris Meek and Jim C. Huang
Advances in Neural Information Processing Systems 23, 2010


Maximum-likelihood learning of cumulative distribution functions on graphs
Jim C. Huang and Nebojsa Jojic
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Free energy score space
Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino and Nebojsa Jojic
Advances in Neural Information Processing Systems 22, 2009


Using ``epitomes'' to model genetic diversity: Rational design of HIV vaccine cocktails
Nebojsa Jojic, Vladimir Jojic, Christopher Meek, David Heckerman and Brendan J. Frey
Advances in Neural Information Processing Systems 18, 2005


Q-Clustering
Mukund Narasimhan, Nebojsa Jojic and Jeff A. Bilmes
Advances in Neural Information Processing Systems 18, 2005


Fast Transformation-Invariant Factor Analysis
Anitha Kannan, Nebojsa Jojic and Brendan J. Frey
Advances in Neural Information Processing Systems 15, 2002


Product Analysis: Learning to Model Observations as Products of Hidden Variables
Brendan J. Frey, Anitha Kannan and Nebojsa Jojic
Advances in Neural Information Processing Systems 14, 2001


Fast, Large-Scale Transformation-Invariant Clustering
Brendan J. Frey and Nebojsa Jojic
Advances in Neural Information Processing Systems 14, 2001