Kai Puolamäki
Visitor
Visitor
T313 Dept. Computer Science
Dr Kai Puolamäki is a Professor of Practice at the Department of Computer Science in Aalto University. His primary interests lie in the areas of data mining, machine learning, artificial intelligence, and related algorithms.
He is especially interested in explorative data analysis, in being able to make analytic decisions with the help of large heterogenous data sources, and in introducing new methods and computational concept into other sciences and application areas.
Full researcher profile
https://research.aalto.fi/...
Sähköposti
ext-kai.puolamaki@aalto.fi
Puhelinnumero
+358503521276
Osaamisalueet
explorative data analysis, randomization, machine learning
Tutkimusryhmät
- Myllymäki Petri group (HIIT), Professor of Practice
- Professorship Kaski Samuel, Visitor (Faculty)
- Myllymäki Petri group (HIIT), Visitor (Faculty)
Julkaisut
GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling
Arash Jamshidi, Lauri Seppäläinen, Katsiaryna Haitsiukevich, Hoang Phuc Hau Luu, Anton Björklund, Kai Puolamäki
2025
ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings
Predicting intersystem crossing rate constants of alkoxy-radical pairs with structure-based descriptors and machine learning
Rashid R. Valiev, Rinat T. Nasibullin, Hilda Sandström, Patrick Rinke, Kai Puolamäki, Theo Kurten
2025
Physical Chemistry Chemical Physics
Tiler
Andreas Henelius, Emilia Oikarinen, Kai Puolamäki
2019
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings
Randomization algorithms for large sparse networks
Kai Puolamäki, Andreas Henelius, Antti Ukkonen
2019
Physical Review E
Biosignals reflect pair-dynamics in collaborative work
Lauri Ahonen, Benjamin Ultan Cowley, Arto Hellas, Kai Puolamäki
2018
Scientific Reports
Subjectively Interesting Subgroup Discovery on Real-valued Targets
Jefrey Lijffijt, Bo Kang, Wouter Duivesteijn, Kai Puolamäki, Emilia Oikarinen, Tijl De Bie
2018
Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018)
Interactive visual data exploration with subjective feedback
Kai Puolamaki, Emilia Oikarinen, Bo Kang, Jefrey Lijffijt, Tijl De Bie
2018
Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018)
Probabilistic approach to robust wearable gaze tracking
Miika Toivanen, Kristian Lukander, Kai Puolamäki
2017
Journal of Eye Movement Research
Significance testing of word frequencies in corpora
Jefrey Lijffijt, Terttu Nevalainen, Tanja Säily, Panagiotis Papapetrou, Kai Puolamäki, Heikki Mannila
2016
Digital Scholarship in the Humanities
Re: Know Ecosystem Plan
Tuukka Lehtiniemi, Antti Poikola, Kai Kuikkaniemi, Patrik Floréen, Marko Turpeinen, Ben Cowley, Kristian Lukander, Kai Puolamäki
2015