| 2022 | ICML | Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters. | Luc Brogat-Motte, Rmi Flamary, Cline Brouard, Juho Rousu, Florence d'Alch-Buc |
| 2019 | ICML | Large-Scale Sparse Kernel Canonical Correlation Analysis. | Viivi Uurtio, Sahely Bhadra, Juho Rousu |
| 2018 | ICDM | Sparse Non-linear CCA through Hilbert-Schmidt Independence Criterion. | Viivi Uurtio, Sahely Bhadra, Juho Rousu |
| 2017 | ACML | Magnitude-Preserving Ranking for Structured Outputs. | Cline Brouard, Eric Bach, Sebastian Bcker, Juho Rousu |
| 2016 | AISTATS | Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo. | Markus Heinonen, Henrik Mannerstrm, Juho Rousu, Samuel Kaski, Harri Lhdesmki |
| 2016 | DIS | Soft Kernel Target Alignment for Two-Stage Multiple Kernel Learning. | Huibin Shen, Sndor Szedmk, Cline Brouard, Juho Rousu |
| 2015 | DIS | Canonical Correlation Methods for Exploring Microbe-Environment Interactions in Deep Subsurface. | Viivi Uurtio, Malin Bomberg, Kristian Nybo, Merja Itvaara, Juho Rousu |
| 2014 | ICML | Structured Prediction of Network Response. | Hongyu Su, Aristides Gionis, Juho Rousu |
| 2013 | ACML | Multilabel Classification through Random Graph Ensembles. | Hongyu Su, Juho Rousu |
| 2006 | ISMIS | Practical Approximation of Optimal Multivariate Discretization. | Tapio Elomaa, Jussi Kujala, Juho Rousu |
| 2005 | ICML | Learning hierarchical multi-category text classification models. | Juho Rousu, Craig Saunders, Sndor Szedmk, John Shawe-Taylor |
| 2002 | ICML | Fast Minimum Training Error Discretization. | Tapio Elomaa, Juho Rousu |
| 2001 | ICDM | Preprocessing Opportunities in Optimal Numerical Range Partitioning. | Tapio Elomaa, Juho Rousu |
| 2000 | AAAI | Generalizing Boundary Points. | Tapio Elomaa, Juho Rousu |
| 2000 | ISMIS | On the Complexity of Optimal Multisplitting. | Tapio Elomaa, Juho Rousu |
| 1999 | IWANN | Predicting the Speed of Beer Fermentation in Laboratory and Industrial Scale. | Juho Rousu, Tapio Elomaa, Robert J. Aarts |
| 1997 | ICCBR | Qualitative Knowledge to Support Reasoning About Cases. | Robert J. Aarts, Juho Rousu |
| 1997 | ISMIS | Well-Behaved Evaluation Functions for Numerical Attributes. | Tapio Elomaa, Juho Rousu |