| 2025 | ICLR | Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold. | Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Marcelo Hartmann, Arto Klami |
| 2025 | ICML | Density Ratio Estimation with Conditional Probability Paths. | Hanlin Yu, Arto Klami, Aapo Hyvrinen, Anna Korba, Omar Chehab |
| 2025 | UAI | Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature. | Bernardo Williams, Hanlin Yu, Hoang Phuc Hau Luu, Georgios Arvanitidis, Arto Klami |
| 2024 | AISTATS | Riemannian Laplace Approximation with the Fisher Metric. | Hanlin Yu, Marcelo Hartmann, Bernardo Williams Moreno Sanchez, Mark Girolami, Arto Klami |
| 2024 | ECAI | Subsystem Discovery in High-Dimensional Time-Series Using Masked Autoencoders. | Teemu Sarapisto, Haoyu Wei, Keijo Heljanko, Arto Klami, Laura Ruotsalainen |
| 2023 | ACML | Transformed Gaussian Processes for Characterizing a Model's Discrepancy. | Aurlien Nioche, Ville Tanskanen, Marcelo Hartmann, Arto Klami |
| 2023 | ICML | Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection. | Lorenzo Perini, Paul-Christian Brkner, Arto Klami |
| 2023 | IJCNN | Extending Interpolation Consistency Training for Unsupervised Domain Adaptation. | Shayan Gharib, Arto Klami |
| 2022 | AISTATS | Lagrangian manifold Monte Carlo on Monge patches. | Marcelo Hartmann, Mark Girolami, Arto Klami |
| 2021 | ACML | Uplift Modeling with High Class Imbalance. | Otto Nyberg, Tomasz Kusmierczyk, Arto Klami |
| 2021 | ACML | Modeling Risky Choices in Unknown Environments. | Ville Tanskanen, Chang Rajani, Homayun Afrabandpey, Aini Putkonen, Aurlien Nioche, Arto Klami |
| 2021 | PAKDD | Reliably Calibrated Isotonic Regression. | Otto Nyberg, Arto Klami |
| 2020 | AAAI | Correcting Predictions for Approximate Bayesian Inference. | Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami |
| 2020 | UAI | Flexible Prior Elicitation via the Prior Predictive Distribution. | Marcelo Hartmann, Georgi Agiashvili, Paul C. Brkner, Arto Klami |
| 2020 | UAI | Sensor Placement for Spatial Gaussian Processes with Integral Observations. | Krista Longi, Chang Rajani, Tom Sillanp, Joni Mkinen, Timo Rauhala, Ari Salmi, Edward Hggstrm, Arto Klami |
| 2019 | CoNLL | Low-Rank Approximations of Second-Order Document Representations. | Jarkko Lagus, Janne Sinkkonen, Arto Klami |
| 2018 | AAAI | On Controlling the Size of Clusters in Probabilistic Clustering. | Aditya Jitta, Arto Klami |
| 2018 | NAACL | Benchmarks and models for entity-oriented polarity detection. | Lidia Pivovarova, Arto Klami, Roman Yangarber |
| 2017 | ACML | Semi-supervised Convolutional Neural Networks for Identifying Wi-Fi Interference Sources. | Krista Longi, Teemu Pulkkinen, Arto Klami |
| 2017 | UAI | Importance Sampled Stochastic Optimization for Variational Inference. | Joseph Sakaya, Arto Klami |
| 2016 | ITiCSE | Typing Patterns and Authentication in Practical Programming Exams. | Juho Leinonen, Krista Longi, Arto Klami, Alireza Ahadi, Arto Vihavainen |
| 2016 | SIGCSE | Automatic Inference of Programming Performance and Experience from Typing Patterns. | Juho Leinonen, Krista Longi, Arto Klami, Arto Vihavainen |
| 2016 | UAI | Probabilistic Size-constrained Microclustering. | Arto Klami, Aditya Jitta |
| 2015 | AISTATS | Latent feature regression for multivariate count data. | Arto Klami, Abhishek Tripathi, Johannes Sirola, Lauri Vre, Frdric Roulland |
| 2015 | IUI | IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search. | Salvatore Andolina, Khalil Klouche, Jaakko Peltonen, Mohammad E. Hoque, Tuukka Ruotsalo, Diogo Cabral, Arto Klami, Dorota Glowacka, Patrik Floren, Giulio Jacucci |
| 2014 | ACML | Polya-gamma augmentations for factor models. | Arto Klami |
| 2012 | UAI | Factorized Multi-Modal Topic Model. | Seppo Virtanen, Yangqing Jia, Arto Klami, Trevor Darrell |
| 2011 | ICML | Bayesian CCA via Group Sparsity. | Seppo Virtanen, Arto Klami, Samuel Kaski |
| 2010 | UAI | Bayesian exponential family projections for coupled data sources. | Arto Klami, Seppo Virtanen, Samuel Kaski |
| 2009 | ICASSP | Fast dependent components for fMRI analysis. | Eerika Savia, Arto Klami, Samuel Kaski |
| 2009 | ICASSP | Using dependencies to pair samples for multi-view learning. | Abhishek Tripathi, Arto Klami, Samuel Kaski |
| 2009 | ICMI | GaZIR: gaze-based zooming interface for image retrieval. | Lszl Kozma, Arto Klami, Samuel Kaski |
| 2007 | ICML | Local dependent components. | Arto Klami, Samuel Kaski |
| 2005 | ICASSP | Non-parametric dependent components. | Arto Klami, Samuel Kaski |
| 2002 | ICANN | Learning More Accurate Metrics for Self-Organizing Maps. | Jaakko Peltonen, Arto Klami, Samuel Kaski |