| 2019 | ICASSP | Widely Linear Kernels for Complex-valued Kernel Activation Functions. | Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Aurelio Uncini |
| 2018 | ACSSC | An alternating optimization algorithm for two-channel factor analysis with common and uncommon factors. | David Ramrez, Ignacio Santamara, Steven Van Vaerenbergh, Louis L. Scharf |
| 2018 | CIARP | Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning. | Juan Diego Pulgarin-Giraldo, Andrs Marino lvarez-Meza, Steven Van Vaerenbergh, Ignacio Santamara, Germn Castellanos-Domnguez |
| 2018 | ICASSP | Pattern Localization in Time Series Through Signal-To-Model Alignment in Latent Space. | Steven Van Vaerenbergh, Ignacio Santamara, Victor Elvira, Matteo Salvatori |
| 2015 | ICASSP | A probabilistic least-mean-squares filter. | Jesus Fernandez-Bes, Vctor Elvira, Steven Van Vaerenbergh |
| 2014 | ICASSP | Probabilistic kernel least mean squares algorithms. | Il Memming Park, Sohan Seth, Steven Van Vaerenbergh |
| 2014 | ICASSP | Kernel-based identification of Hammerstein systems for nonlinear acoustic echo-cancellation. | Steven Van Vaerenbergh, Luis Antonio Azpicueta-Ruiz |
| 2014 | ICASSP | Physical layer authentication based on channel response tracking using Gaussian processes. | Steven Van Vaerenbergh, Oscar Gonzalez, Javier Va, Ignacio Santamara |
| 2013 | ICASSP | Adaptive kernel canonical correlation analysis algorithms for maximum and minimum variance. | Steven Van Vaerenbergh, Javier Va, Julio Manco-Vsquez, Ignacio Santamara |
| 2011 | ICASSP | Semi-supervised handwritten digit recognition using very few labeled data. | Steven Van Vaerenbergh, Ignacio Santamara, Paolo Emilio Barbano |
| 2010 | ICASSP | Fixed-budget kernel recursive least-squares. | Steven Van Vaerenbergh, Ignacio Santamara, Weifeng Liu, Jos C. Prncipe |
| 2006 | ICASSP | A Sliding-Window Kernel RLS Algorithm and Its Application to Nonlinear Channel Identification. | Steven Van Vaerenbergh, Javier Va, Ignacio Santamara |
| 2006 | IJCNN | Online Kernel Canonical Correlation Analysis for Supervised Equalization of Wiener Systems. | Steven Van Vaerenbergh, Javier Va, Ignacio Santamara |