| 2025 | ACSSC | Efficient Deep Neural Receiver with Post-Training Quantization. | SaiKrishna Saketh Yellapragada, Esa Ollila, Mrio Costa |
| 2025 | ICASSP | Robust Activity Detection for Massive Access using Covariance-based Matching Pursuit. | Xinjue Wang, Esa Ollila, Sergiy A. Vorobyov |
| 2025 | ICASSP | Robust Hybrid Beamforming for Integrated Sensing and Communications via Learned Optimization. | Lei Wang, Sergiy A. Vorobyov, Esa Ollila |
| 2023 | ICASSP | Regularized EM Algorithm. | Pierre Houdouin, Esa Ollila, Frdric Pascal |
| 2022 | ICASSP | DOA M-Estimation Using Sparse Bayesian Learning. | Christoph F. Mecklenbruker, Peter Gerstoft, Esa Ollila |
| 2020 | ACSSC | Robust Registration of Multi-modal Medical Images Using Huber's Criterion. | Nora Ouzir, Esa Ollila, Sergiy A. Vorobyov |
| 2020 | ICASSP | Blind Source Separation of Graph Signals. | Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila |
| 2020 | ICASSP | M-Estimators of Scatter with Eigenvalue Shrinkage. | Esa Ollila, Daniel P. Palomar, Frdric Pascal |
| 2019 | ICASSP | Fusing Eigenvalues. | Shahab Basiri, Esa Ollila, Gordana Draskovic, Frdric Pascal |
| 2019 | ICASSP | Robust Least Mean Squares Estimation of Graph Signals. | Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila |
| 2018 | ICASSP | Graph Error Effect in Graph Signal Processing. | Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila |
| 2018 | ICASSP | Optimal Pooling of Covariance Matrix Estimates Across Multiple Classes. | Elias Raninen, Esa Ollila |
| 2018 | ICASSP | Compressive Regularized Discriminant Analysis of High-Dimensional Data with Applications to Microarray Studies. | Muhammad Naveed Tabassum, Esa Ollila |
| 2017 | ICASSP | Scaled and square-root elastic net. | Elias Raninen, Esa Ollila |
| 2014 | ACSSC | Fast and robust bootstrap in analysing large multivariate datasets. | Shahab Basiri, Esa Ollila, Visa Koivunen |
| 2014 | ICASSP | Fast and robust bootstrap method for testing hypotheses in the ICA model. | Shahab Basiri, Esa Ollila, Visa Koivunen |
| 2013 | ICASSP | Sparse regularization of tensor decompositions. | Hyon-Jung Kim, Esa Ollila, Visa Koivunen |
| 2011 | ICASSP | A robust estimator and detector of circularity of complex signals. | Esa Ollila, Visa Koivunen, H. Vincent Poor |
| 2011 | ITA | Complex-valued signal processing - essential models, tools and statistics. | Esa Ollila, Visa Koivunen, H. Vincent Poor |
| 2009 | ICASSP | Statistics for complex random variables revisited. | Jan Eriksson, Esa Ollila, Visa Koivunen |
| 2005 | ICASSP | Propagation parameter estimation in MIMO systems using mixture of angular distributions model. | Cssio B. Ribeiro, Esa Ollila, Visa Koivunen |
| 2004 | PIMRC | Stochastic maximum likelihood method for propagation parameter estimation. | Cssio B. Ribeiro, Esa Ollila, Visa Koivunen |
| 2003 | PIMRC | Robust antenna array processing using M-estimators of pseudo-covariance. | Esa Ollila, Visa Koivunen |