Iiris Sundin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 9

Top Topics

Active Learning

Random Sampling

Observational Data

Top Venues

J. Cheminformatics

Publications

Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski
Targeted Active Learning for Bayesian Decision-Making. Trans. Mach. Learn. Res. 2024 (2024)
Iiris Sundin, Alexey Voronov, Haoping Xiao, Kostas Papadopoulos, Esben Jannik Bjerrum, Markus Heinonen, Atanas Patronov, Samuel Kaski, Ola Engkvist
Human-in-the-loop assisted de novo molecular design. J. Cheminformatics 14 (1) (2022)
Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski
Targeted Active Learning for Bayesian Decision-Making. CoRR (2021)
Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski
Active Learning for Decision-Making from Imbalanced Observational Data. ICML (2019)
Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski
Active Learning for Decision-Making from Imbalanced Observational Data. CoRR (2019)
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
Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. Bioinform. 34 (13) (2018)
Iiris Sundin, Tomi Peltola, Muntasir Mamun Majumder, Pedram Daee, Marta Soare, Homayun Afrabandpey, Caroline Heckman, Samuel Kaski, Pekka Marttinen
Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation. CoRR (2017)
Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. IUI (2017)
Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. CoRR (2016)