| 2015 | KDD | Collective Spammer Detection in Evolving Multi-Relational Social Networks. | Shobeir Fakhraei, James R. Foulds, Madhusudana V. S. Shashanka, Lise Getoor |
| 2012 | ICPRAM | Simplex Decompositions using SVD and PLSA. | Madhusudana V. S. Shashanka, Michael Giering |
| 2010 | ICDM | A Privacy Preserving Framework for Gaussian Mixture Models. | Madhusudana V. S. Shashanka |
| 2009 | IDA | Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints. | Paris Smaragdis, Madhusudana V. S. Shashanka, Bhiksha Raj, Gautham J. Mysore |
| 2008 | ICASSP | Sparse and shift-invariant feature extraction from non-negative data. | Paris Smaragdis, Bhiksha Raj, Madhusudana V. S. Shashanka |
| 2007 | ICASSP | Bandwidth Expansionwith a plya URN Model. | Bhiksha Raj, Rita Singh, Madhusudana V. S. Shashanka, Paris Smaragdis |
| 2007 | ICASSP | Sparse Overcomplete Decomposition for Single Channel Speaker Separation. | Madhusudana V. S. Shashanka, Bhiksha Raj, Paris Smaragdis |
| 2007 | ICASSP | A Framework for Secure Speech Recognition. | Paris Smaragdis, Madhusudana V. S. Shashanka |
| 2006 | ICASSP | Latent Dirichlet Decomposition for Single Channel Speaker Separation. | Bhiksha Raj, Madhusudana V. S. Shashanka, Paris Smaragdis |
| 2006 | ICASSP | Secure Sound Classification: Gaussian Mixture Models. | Madhusudana V. S. Shashanka, Paris Smaragdis |