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All publications by Jiquan Ngiam
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Sparse Filtering
Jiquan Ngiam, Zhenghao Chen, Sonia A. Bhaskar, Pang W. Koh and Andrew Y. Ng
Advances in Neural Information Processing Systems 24, 2011


ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning
Quoc V. Le, Alexandre Karpenko, Jiquan Ngiam and Andrew Y. Ng
Advances in Neural Information Processing Systems 24, 2011


Learning Deep Energy Models
Jiquan Ngiam, Zhenghao Chen, Pang W. Koh and Andrew Y. Ng
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Multimodal Deep Learning
Jiquan Ngiam, Aditya Khosla, Mingyu Kim, Juhan Nam, Honglak Lee and Andrew Y. Ng
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


On optimization methods for deep learning
Jiquan Ngiam, Adam Coates, Ahbik Lahiri, Bobby Prochnow, Quoc V. Le and Andrew Y. Ng
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Tiled convolutional neural networks
Jiquan Ngiam, Zhenghao Chen, Daniel Chia, Pang W. Koh, Quoc V. Le and Andrew Y. Ng
Advances in Neural Information Processing Systems 23, 2010