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All publications by Paris Smaragdis
authors venues years



Spectral Learning of Mixture of Hidden Markov Models
Cem Subakan, Johannes Traa and Paris Smaragdis
Advances in Neural Information Processing Systems 27, 2014


Manifold Preserving Hierarchical Topic Models for Quantization and Approximation
Minje Kim and Paris Smaragdis
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


A Sparse Non-Parametric Approach for Single Channel Separation of Known Sounds
Paris Smaragdis, Madhusudana Shashanka and Bhiksha Raj
Advances in Neural Information Processing Systems 22, 2009


Sparse Overcomplete Latent Variable Decomposition of Counts Data
Madhusudana Shashanka, Bhiksha Raj and Paris Smaragdis
Advances in Neural Information Processing Systems 20, 2007