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All publications by Rajat Raina
authors venues years



Large-scale deep unsupervised learning using graphics processors
Rajat Raina, Anand Madhavan and Andrew Y. Ng
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Self-taught learning: transfer learning from unlabeled data
Rajat Raina, Alexis Battle, Honglak Lee, Benjamin Packer and Andrew Y. Ng
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Constructing informative priors using transfer learning
Rajat Raina, Andrew Y. Ng and Daphne Koller
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Efficient sparse coding algorithms
Honglak Lee, Alexis Battle, Rajat Raina and Andrew Y. Ng
Advances in Neural Information Processing Systems 19, 2006


Classification with Hybrid Generative/Discriminative Models
Rajat Raina, Yirong Shen, Andrew Mccallum and Andrew Y. Ng
Advances in Neural Information Processing Systems 16, 2003