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Publications by Poczos, Barnabas

In Conference (refereed)

1. S. Ravanbakhsh, B. Poczos, R. Greiner. "Boolean matrix factorization and noisy completion via message passing". International Conference on Machine Learning (ICML), (ed: Maria Florina Balcan, Kilian Q. Weinberger), pp 945-954, June 2016. view
2. S. Ravanbakhsh, B. Poczos, J. Schneider, D. Schuurmans, R. Greiner. "Stochastic Neural Networks with Monotonic Activation Functions". Artificial Intelligence and Statistics, (ed: Arthur Gretton, Christian C. Robert), pp 809-818, May 2016. PDFview
3. S. Ravanbakhsh, B. Poczos, R. Greiner. "A Cross-Entropy Method that Optimizes Partially Decomposable Problems: A New Way to Interpret NMR Spectra". National Conference on Artificial Intelligence (AAAI), July 2010. view
4. L. Li, B. Poczos, C. Szepesvari, R. Greiner. "Budgeted Distribution Learning of Belief Net Parameters". International Conference on Machine Learning (ICML), June 2010. PDFview
5. L. Li, B. Poczos, C. Szepesvari, R. Greiner. "Budgeted Distribution Learning in Parametric Models". International Conference on Machine Learning (ICML), April 2010. view
6. B. Poczos, Y. Abbasi-Yadkori, C. Szepesvari, R. Greiner, N. Sturtevant. "Learning when to stop thinking and do something!". International Conference on Machine Learning (ICML), June 2009. PDFview
7. S. Kirshner, B. Poczos. "ICA and ISA Using Schweizer-Wolff Measure of Dependence". International Conference on Machine Learning (ICML), July 2008. PDFview
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