Iiris Sundin

According to our database, Iiris Sundin authored at least 7 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Targeted Active Learning for Bayesian Decision-Making.

Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski

Trans. Mach. Learn. Res., 2024

2023

Interactive Knowledge Elicitation for Decision-Support Models in Precision Medicine ; Vuorovaikutteisia koneoppimismenetelmiä asiantuntijatiedon tuomiseen laskennallisiin malleihin täsmälääketieteen päätöksenteon tueksi.

Iiris Sundin

PhD thesis, 2023

2022

Human-in-the-loop assisted de novo molecular design.

Iiris Sundin, Alexey Voronov, Haoping Xiao, Kostas Papadopoulos, Esben Jannik Bjerrum, Markus Heinonen, Atanas Patronov, Samuel Kaski, Ola Engkvist

J. Cheminformatics, 2022

2019

Active Learning for Decision-Making from Imbalanced Observational Data.

Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge.

Iiris Sundin, Tomi Peltola, Luana Micallef, Homayun Afrabandpey, Marta Soare, Muntasir Mamun Majumder, Pedram Daee, Chen He, Baris Serim, Aki S. Havulinna, Caroline Heckman, Giulio Jacucci, Pekka Marttinen, Samuel Kaski

Bioinform., 2018

2017

Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation.

Iiris Sundin, Tomi Peltola, Muntasir Mamun Majumder, Pedram Daee, Marta Soare, Homayun Afrabandpey, Caroline Heckman, Samuel Kaski, Pekka Marttinen

CoRR, 2017

Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets.

Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017