| 2025 | UAI | Nonparametric Bayesian Multi-Facet Clustering for Longitudinal Data. | Luwei Wang, Kieran Richards, Sohan Seth |
| 2024 | NeSy | Can Large Language Models Put 2 and 2 Together? Probing for Entailed Arithmetical Relationships. | Dagmara Panas, Sohan Seth, Vaishak Belle |
| 2014 | ICASSP | Probabilistic kernel least mean squares algorithms. | Il Memming Park, Sohan Seth, Steven Van Vaerenbergh |
| 2014 | ICONIP | Retrieval of Experiments by Efficient Comparison of Marginal Likelihoods. | Sohan Seth, John Shawe-Taylor, Samuel Kaski |
| 2014 | IJCNN | Quantized mixture kernel least mean square. | Rosha Pokharel, Sohan Seth, Jos C. Prncipe |
| 2013 | IJCNN | Mixture kernel least mean square. | Rosha Pokharel, Sohan Seth, Jos C. Prncipe |
| 2012 | ICASSP | Analyzing dependence structure of the human brain in response to visual stimuli. | Bilal Fadlallah, Sohan Seth, Andreas Keil, Jos C. Prncipe |
| 2012 | IJCNN | Online efficient learning with quantized KLMS and L1 regularization. | Badong Chen, Songlin Zhao, Sohan Seth, Jos C. Prncipe |
| 2011 | ESANN | Statistical dependence measure for feature selection in microarray datasets. | Vernica Boln-Canedo, Sohan Seth, Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Jos C. Prncipe |
| 2011 | ICASSP | Estimation of symmetric chi-square divergence for point processes. | Il Park, Sohan Seth, Murali Rao, Jos Carlos Prncipe |
| 2011 | ICASSP | A metric approach toward point process divergence. | Sohan Seth, Austin J. Brockmeier, Jos Carlos Prncipe |
| 2011 | IJCNN | Evaluating dependence in spike train metric spaces. | Sohan Seth, Austin J. Brockmeier, John S. Choi, Mulugeta Semework, Joseph T. Francis, Jos C. Prncipe |
| 2010 | ICASSP | A conditional distribution function based approach to design nonparametric tests of independence and conditional independence. | Sohan Seth, Jos C. Prncipe |
| 2010 | ICMLA | Variable Selection: A Statistical Dependence Perspective. | Sohan Seth, Jos C. Prncipe |
| 2010 | ICPR | A Test of Granger Non-causality Based on Nonparametric Conditional Independence. | Sohan Seth, Jos C. Prncipe |
| 2009 | ICASSP | A new nonparametric measure of conditional independence. | Sohan Seth, Il Park, Jos C. Prncipe |
| 2009 | IJCNN | On speeding up computation in information theoretic learning. | Sohan Seth, Jos Carlos Prncipe |
| 2008 | ICASSP | Compressed signal reconstruction using the correntropy induced metric. | Sohan Seth, Jos C. Prncipe |