Kai Puolamki
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
22
Venues
13
Active years
2005–2025
Best venue rank
A*
Where they publish
Papers
22 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ECAI | GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling. | Arash Jamshidi, Lauri Sepplinen, Katsiaryna Haitsiukevich, Hoang Phuc Hau Luu, Anton Bjrklund, Kai Puolamki |
| 2024 | AISTATS | Error bounds for any regression model using Gaussian processes with gradient information. | Rafael Savvides, Hoang Phuc Hau Luu, Kai Puolamki |
| 2024 | DIS | Fast and Understandable Nonlinear Supervised Dimensionality Reduction. | Anri Patron, Rafael Savvides, Lauri Franzon, Hoang Phuc Hau Luu, Kai Puolamki |
| 2024 | IDA | SLIPMAP: Fast and Robust Manifold Visualisation for Explainable AI. | Anton Bjrklund, Lauri Sepplinen, Kai Puolamki |
| 2021 | KDD | Interactive Causal Structure Discovery in Earth System Sciences. | Laila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mkel, Tuomo Nieminen, Ivan Mammarella, Kai Puolamki |
| 2019 | DIS | Sparse Robust Regression for Explaining Classifiers. | Anton Bjrklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamki |
| 2019 | KDD | Significance of Patterns in Data Visualisations. | Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamki |
| 2018 | ICDE | Subjectively Interesting Subgroup Discovery on Real-Valued Targets. | Jefrey Lijffijt, Bo Kang, Wouter Duivesteijn, Kai Puolamki, Emilia Oikarinen, Tijl De Bie |
| 2018 | ICDE | Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach. | Kai Puolamki, Emilia Oikarinen, Bo Kang, Jefrey Lijffijt, Tijl De Bie |
| 2017 | CP | Minimum-Width Confidence Bands via Constraint Optimization. | Jeremias Berg, Emilia Oikarinen, Matti Jrvisalo, Kai Puolamki |
| 2017 | SDM | Multivariate Confidence Intervals. | Jussi Korpela, Emilia Oikarinen, Kai Puolamki, Antti Ukkonen |
| 2010 | ICDM | Visually Controllable Data Mining Methods. | Kai Puolamki, Panagiotis Papapetrou, Jefrey Lijffijt |
| 2009 | IDA | Bayesian Solutions to the Label Switching Problem. | Kai Puolamki, Samuel Kaski |
| 2009 | IDA | Two-Way Grouping by One-Way Topic Models. | Eerika Savia, Kai Puolamki, Samuel Kaski |
| 2009 | KDD | Tell me something I don't know: randomization strategies for iterative data mining. | Sami Hanhijrvi, Markus Ojala, Niko Vuokko, Kai Puolamki, Nikolaj Tatti, Heikki Mannila |
| 2009 | SDM | Randomization Techniques for Graphs. | Sami Hanhijrvi, Gemma C. Garriga, Kai Puolamki |
| 2008 | ICML | Learning to learn implicit queries from gaze patterns. | Kai Puolamki, Antti Ajanki, Samuel Kaski |
| 2006 | KDD | Algorithms for discovering bucket orders from data. | Aristides Gionis, Heikki Mannila, Kai Puolamki, Antti Ukkonen |
| 2005 | ICANN | Implicit Relevance Feedback from Eye Movements. | Jarkko Salojrvi, Kai Puolamki, Samuel Kaski |
| 2005 | ICML | Expectation maximization algorithms for conditional likelihoods. | Jarkko Salojrvi, Kai Puolamki, Samuel Kaski |
| 2005 | SIGIR | Combining eye movements and collaborative filtering for proactive information retrieval. | Kai Puolamki, Jarkko Salojrvi, Eerika Savia, Jaana Simola, Samuel Kaski |
| 2005 | UAI | Two-Way Latent Grouping Model for User Preference Prediction. | Eerika Savia, Kai Puolamki, Janne Sinkkonen, Samuel Kaski |